Programs

These are the programs that need to be installed and included locally.

#install.packages("SNPfiltR")
library(SNPfiltR)
## Warning: package 'SNPfiltR' was built under R version 4.0.5
#install.packages('Rcpp')
library(Rcpp)
## Warning: package 'Rcpp' was built under R version 4.0.5
#install.packages("vcfR")
library(vcfR)
## Warning: package 'vcfR' was built under R version 4.0.5

Previous Steps

Previous to performing the SNP filtering, which we will be doing here, we 1) removed a subset of poorly sequenced samples using the package quality control script produced by Devon DeRaad, and 2) optimized stacks parameters to produce the vcf file used here using the package RADstackshelpR, also by Devon DeRaad.

The analysis done here is informed by: https://devonderaad.github.io/SNPfiltR/

Step1: Load in the data

The vcf we are using is the output of a stacks run with the following optimized parameters: m = 3, M = 1, n = 2 This vcf is called Hlil_stacks.vcf and is treated in this document as vcf.raw.

I then pre-filtered Hlil_stacks.vcf to remove loci with higher missing data using vcftools. vcftools –vcf Hlil_stacks.vcf –max-missing 0.5 –recode –recode-INFO-all –out Hlil.raw.miss50

The resulting vcf is called Hlil.raw.miss50.recode.vcf and is treated here as vcfR.miss50.

Through trial and error, I found that doing the prefiltering with vcftools actually improves the results from SNPfiltR. Fewer samples need to be removed later on, as will be seen in this document.

#read in the vcf file as a vcfR
vcfR.raw <- read.vcfR("/storage1/fs1/christine.e.edwards/Active/mashburn/Hibiscus/3_Hlil/filtering/Hlil_stacks.vcf")
## Scanning file to determine attributes.
## File attributes:
##   meta lines: 14
##   header_line: 15
##   variant count: 93072
##   column count: 115
## 
Meta line 14 read in.
## All meta lines processed.
## gt matrix initialized.
## Character matrix gt created.
##   Character matrix gt rows: 93072
##   Character matrix gt cols: 115
##   skip: 0
##   nrows: 93072
##   row_num: 0
## 
Processed variant 1000
Processed variant 2000
Processed variant 3000
Processed variant 4000
Processed variant 5000
Processed variant 6000
Processed variant 7000
Processed variant 8000
Processed variant 9000
Processed variant 10000
Processed variant 11000
Processed variant 12000
Processed variant 13000
Processed variant 14000
Processed variant 15000
Processed variant 16000
Processed variant 17000
Processed variant 18000
Processed variant 19000
Processed variant 20000
Processed variant 21000
Processed variant 22000
Processed variant 23000
Processed variant 24000
Processed variant 25000
Processed variant 26000
Processed variant 27000
Processed variant 28000
Processed variant 29000
Processed variant 30000
Processed variant 31000
Processed variant 32000
Processed variant 33000
Processed variant 34000
Processed variant 35000
Processed variant 36000
Processed variant 37000
Processed variant 38000
Processed variant 39000
Processed variant 40000
Processed variant 41000
Processed variant 42000
Processed variant 43000
Processed variant 44000
Processed variant 45000
Processed variant 46000
Processed variant 47000
Processed variant 48000
Processed variant 49000
Processed variant 50000
Processed variant 51000
Processed variant 52000
Processed variant 53000
Processed variant 54000
Processed variant 55000
Processed variant 56000
Processed variant 57000
Processed variant 58000
Processed variant 59000
Processed variant 60000
Processed variant 61000
Processed variant 62000
Processed variant 63000
Processed variant 64000
Processed variant 65000
Processed variant 66000
Processed variant 67000
Processed variant 68000
Processed variant 69000
Processed variant 70000
Processed variant 71000
Processed variant 72000
Processed variant 73000
Processed variant 74000
Processed variant 75000
Processed variant 76000
Processed variant 77000
Processed variant 78000
Processed variant 79000
Processed variant 80000
Processed variant 81000
Processed variant 82000
Processed variant 83000
Processed variant 84000
Processed variant 85000
Processed variant 86000
Processed variant 87000
Processed variant 88000
Processed variant 89000
Processed variant 90000
Processed variant 91000
Processed variant 92000
Processed variant 93000
Processed variant: 93072
## All variants processed
#reading in two files to compare results
vcfR.miss50 <- read.vcfR("/storage1/fs1/christine.e.edwards/Active/mashburn/Hibiscus/3_Hlil/filtering/Hlil.raw.miss50.recode.vcf")
## Scanning file to determine attributes.
## File attributes:
##   meta lines: 14
##   header_line: 15
##   variant count: 10140
##   column count: 115
## 
Meta line 14 read in.
## All meta lines processed.
## gt matrix initialized.
## Character matrix gt created.
##   Character matrix gt rows: 10140
##   Character matrix gt cols: 115
##   skip: 0
##   nrows: 10140
##   row_num: 0
## 
Processed variant 1000
Processed variant 2000
Processed variant 3000
Processed variant 4000
Processed variant 5000
Processed variant 6000
Processed variant 7000
Processed variant 8000
Processed variant 9000
Processed variant 10000
Processed variant: 10140
## All variants processed
#examine the metadata in the vcf file
vcfR.raw
## ***** Object of Class vcfR *****
## 106 samples
## 48823 CHROMs
## 93,072 variants
## Object size: 201.6 Mb
## 82.11 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>48823 CHROMs
#>93,072 variants
#>Object size: 201.6 Mb
#>82.11 percent missing data
#>*****        *****         *****

vcfR.miss50
## ***** Object of Class vcfR *****
## 106 samples
## 5802 CHROMs
## 10,140 variants
## Object size: 70.2 Mb
## 0 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>5802 CHROMs
#>10,140 variants
#>Object size: 70.2 Mb
#>0 percent missing data
#>*****        *****         *****

#generate popmap file. Two column popmap with the same format as stacks, and the columns must be named 'id' and 'pop'
popmap.raw<-data.frame(id=colnames(vcfR.raw@gt)[2:length(colnames(vcfR.raw@gt))],pop=substr(colnames(vcfR.raw@gt)[2:length(colnames(vcfR.raw@gt))], 3,11))
popmap.miss50<-data.frame(id=colnames(vcfR.miss50@gt)[2:length(colnames(vcfR.miss50@gt))],pop=substr(colnames(vcfR.miss50@gt)[2:length(colnames(vcfR.miss50@gt))], 3,11))

Step 2: Filtering loci by quality and depth

Here we implement quality filters that don’t involve missing data. We want to wait to remove low data samples until later. For now, low data samples are useful to help establish missing data cutoffs.

Visualize distributions of sequencing depth and genotype quality

#visualize distributions
hard_filter(vcfR=vcfR.raw)

## ***** Object of Class vcfR *****
## 106 samples
## 48823 CHROMs
## 93,072 variants
## Object size: 201.6 Mb
## 82.11 percent missing data
## *****        *****         *****
hard_filter(vcfR=vcfR.miss50)

## ***** Object of Class vcfR *****
## 106 samples
## 5802 CHROMs
## 10,140 variants
## Object size: 70.2 Mb
## 0 percent missing data
## *****        *****         *****

Perform a hard filter to minimum depth of 4, and minimum genotype quality of 30

#hard filter
vcfR.raw <- hard_filter(vcfR = vcfR.raw, depth = 5, gq = 30)
## 15.09% of genotypes fall below a read depth of 5 and were converted to NA
## 10.17% of genotypes fall below a genotype quality of 30 and were converted to NA
#>15.09% of genotypes fall below a read depth of 5 and were converted to NA
#>10.17% of genotypes fall below a genotype quality of 30 and were converted to NA

vcfR.miss50 <- hard_filter(vcfR = vcfR.miss50, depth = 5, gq = 30)
## 4.69% of genotypes fall below a read depth of 5 and were converted to NA
## 5.07% of genotypes fall below a genotype quality of 30 and were converted to NA
#>4.69% of genotypes fall below a read depth of 5 and were converted to NA
#>5.07% of genotypes fall below a genotype quality of 30 and were converted to NA
#execute allele balance filter -- skip for now
#vcfR <- filter_allele_balance(vcfR)

Max depth filter

To remove very high depth loci that are likely to be multiple loci stacked together

#visualize and pick a max depth cutoff
max_depth(vcfR.raw)
## cutoff is not specified, exploratory visualization will be generated.

## dashed line indicates a mean depth across all SNPs of 26.1

#>dashed line indicates a mean depth across all SNPs of 26.1
max_depth(vcfR.miss50)
## cutoff is not specified, exploratory visualization will be generated.

## dashed line indicates a mean depth across all SNPs of 90.9

#>dashed line indicates a mean depth across all SNPs of 90.9

There’s no clear guideline of how to select the max depth cutoff, but it seems to be about where the distribution curve plateaus. That’s definitely higher for the miss50 dataset, but for consistency in comparison we will do 200 for both.

#filter vcf by chosen max depth cutoff
vcfR.raw <- max_depth(vcfR.raw, maxdepth = 200)
## maxdepth cutoff is specified, filtered vcfR object will be returned
## 1.61% of SNPs were above a mean depth of 200 and were removed from the vcf

#>1.61% of SNPs were above a mean depth of 200 and were removed from the vcf
vcfR.miss50 <- max_depth(vcfR.miss50, maxdepth = 200)
## maxdepth cutoff is specified, filtered vcfR object will be returned
## 11.38% of SNPs were above a mean depth of 200 and were removed from the vcf

#>11.38% of SNPs were above a mean depth of 200 and were removed from the vcf
#look at each vcfR object and see how many SNPs are left
vcfR.raw
## ***** Object of Class vcfR *****
## 106 samples
## 43664 CHROMs
## 91,573 variants
## Object size: 173.5 Mb
## 87.26 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>43664 CHROMs
#>91,573 variants
#>Object size: 173.5 Mb
#>87.26 percent missing data
#>*****        *****         *****

vcfR.miss50
## ***** Object of Class vcfR *****
## 106 samples
## 5120 CHROMs
## 8,986 variants
## Object size: 56.3 Mb
## 32.52 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>5120 CHROMs
#>8,986 variants
#>Object size: 56.3 Mb
#>32.52 percent missing data
#>*****        *****         *****

Remove invariant SNPs generated by the filtering above

##now remove invariant SNPs (those converted to NA) generated by the steps above
vcfR.raw <- min_mac(vcfR.raw, min.mac = 1)
## 30.13% of SNPs fell below a minor allele count of 1 and were removed from the VCF

#> 30.13% of SNPs fell below a minor allele count of 1 and were removed from the VCF
vcfR.miss50 <- min_mac(vcfR.miss50, min.mac = 1)
## 4.02% of SNPs fell below a minor allele count of 1 and were removed from the VCF

#> 4.02% of SNPs fell below a minor allele count of 1 and were removed from the VCF

# Take a look at the new vcfR objects
vcfR.raw
## ***** Object of Class vcfR *****
## 106 samples
## 33839 CHROMs
## 63,983 variants
## Object size: 141.9 Mb
## 83.37 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>33839 CHROMs
#>63,983 variants
#>Object size: 141.9 Mb
#>83.37 percent missing data
#>*****        *****         *****

vcfR.miss50
## ***** Object of Class vcfR *****
## 106 samples
## 5017 CHROMs
## 8,625 variants
## Object size: 54.5 Mb
## 32.3 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>106 samples
#>5017 CHROMs
#>8,625 variants
#>Object size: 54.5 Mb
#>32.3 percent missing data
#>*****        *****         *****

Step 3: Filtering samples with high missing data.

#visualize samples and missing data distribution
missing_by_sample(vcfR=vcfR.raw, popmap = popmap.raw)
## Warning in max(data$density): no non-missing arguments to max; returning -Inf
## Warning: Computation failed in `stat_ydensity()`:
## replacement has 1 row, data has 0
## `stat_bindot()` using `bins = 30`. Pick better value with `binwidth`.
## Warning in max(data$density): no non-missing arguments to max; returning -Inf

## Warning in max(data$density): Computation failed in `stat_ydensity()`:
## replacement has 1 row, data has 0
## `stat_bindot()` using `bins = 30`. Pick better value with `binwidth`.

##             indiv filt snps.retained
## 1        Hlil_130  0.5          5481
## 2        Hlil_132  0.5          5645
## 3        Hlil_135  0.5          3171
## 4        Hlil_137  0.5          4786
## 5        Hlil_143  0.5          4566
## 6        Hlil_145  0.5          5538
## 7        Hlil_146  0.5          4226
## 8        Hlil_147  0.5          5869
## 9        Hlil_148  0.5          5753
## 10       Hlil_150  0.5          5923
## 11       Hlil_152  0.5          5940
## 12       Hlil_153  0.5          5997
## 13       Hlil_154  0.5          5873
## 14       Hlil_155  0.5          4260
## 15       Hlil_156  0.5          4516
## 16       Hlil_157  0.5          5578
## 17       Hlil_158  0.5          5206
## 18       Hlil_159  0.5          5799
## 19       Hlil_160  0.5          5101
## 20       Hlil_161  0.5          6005
## 21       Hlil_162  0.5          5783
## 22       Hlil_163  0.5          6008
## 23       Hlil_164  0.5          5737
## 24       Hlil_165  0.5          6000
## 25       Hlil_166  0.5          5912
## 26       Hlil_168  0.5          4857
## 27       Hlil_169  0.5          5721
## 28       Hlil_173  0.5          5976
## 29       Hlil_174  0.5          6037
## 30       Hlil_175  0.5          5192
## 31       Hlil_176  0.5          5876
## 32       Hlil_177  0.5          5906
## 33       Hlil_178  0.5          5801
## 34       Hlil_179  0.5          5957
## 35       Hlil_180  0.5          5975
## 36       Hlil_181  0.5          4729
## 37       Hlil_182  0.5          5697
## 38       Hlil_183  0.5          5300
## 39       Hlil_184  0.5          3583
## 40       Hlil_185  0.5          5083
## 41       Hlil_186  0.5          4857
## 42       Hlil_188  0.5          5221
## 43       Hlil_189  0.5          4575
## 44       Hlil_190  0.5          5289
## 45       Hlil_191  0.5          5203
## 46       Hlil_193  0.5          5533
## 47       Hlil_195  0.5          3606
## 48       Hlil_196  0.5          5584
## 49       Hlil_197  0.5          5583
## 50       Hlil_198  0.5          5420
## 51       Hlil_199  0.5          5499
## 52       Hlil_200  0.5          5586
## 53       Hlil_201  0.5          5192
## 54       Hlil_202  0.5          5719
## 55       Hlil_203  0.5          5348
## 56       Hlil_204  0.5          4663
## 57       Hlil_205  0.5          5821
## 58       Hlil_206  0.5          2800
## 59       Hlil_207  0.5          5336
## 60       Hlil_208  0.5          3743
## 61       Hlil_209  0.5          4983
## 62       Hlil_210  0.5          5652
## 63       Hlil_211  0.5          5591
## 64       Hlil_212  0.5          3758
## 65       Hlil_213  0.5          5622
## 66       Hlil_214  0.5          5911
## 67       Hlil_215  0.5          4327
## 68       Hlil_216  0.5          4717
## 69       Hlil_217  0.5          4148
## 70       Hlil_218  0.5          3164
## 71       Hlil_219  0.5          5663
## 72       Hlil_220  0.5          5635
## 73       Hlil_221  0.5          3366
## 74       Hlil_224  0.5          5582
## 75       Hlil_225  0.5          4349
## 76       Hlil_226  0.5          5363
## 77       Hlil_227  0.5          2573
## 78       Hlil_228  0.5          4175
## 79       Hlil_229  0.5          4212
## 80       Hlil_230  0.5          1877
## 81       Hlil_231  0.5          4733
## 82       Hlil_232  0.5          3722
## 83       Hlil_233  0.5          5177
## 84       Hlil_235  0.5          5602
## 85       Hlil_236  0.5          3017
## 86       Hlil_237  0.5          3267
## 87       Hlil_238  0.5          3274
## 88       Hlil_239  0.5          3825
## 89       Hlil_240  0.5          3534
## 90       Hlil_241  0.5          4323
## 91       Hlil_242  0.5          4806
## 92       Hlil_243  0.5          5525
## 93       Hlil_244  0.5          4701
## 94       Hlil_245  0.5          4459
## 95       Hlil_246  0.5          5160
## 96       Hlil_247  0.5          5057
## 97       Hlil_248  0.5          4869
## 98   Hlil_NBG_351  0.5          5246
## 99    Hlil_NC_167  0.5          6080
## 100   Hlil_NC_170  0.5          5028
## 101   Hlil_NC_171  0.5          6135
## 102   Hlil_NC_172  0.5          6106
## 103 Hlil_NTBG_260  0.5          5104
## 104    Hlil_W_222  0.5          4171
## 105    Hlil_W_223  0.5          4895
## 106  Hlil_WBG_226  0.5          3612
## 107      Hlil_130  0.6          4655
## 108      Hlil_132  0.6          4729
## 109      Hlil_135  0.6          2863
## 110      Hlil_137  0.6          4072
## 111      Hlil_143  0.6          3931
## 112      Hlil_145  0.6          4642
## 113      Hlil_146  0.6          3689
## 114      Hlil_147  0.6          4764
## 115      Hlil_148  0.6          4771
## 116      Hlil_150  0.6          4850
## 117      Hlil_152  0.6          4881
## 118      Hlil_153  0.6          4890
## 119      Hlil_154  0.6          4842
## 120      Hlil_155  0.6          3808
## 121      Hlil_156  0.6          3957
## 122      Hlil_157  0.6          4746
## 123      Hlil_158  0.6          4512
## 124      Hlil_159  0.6          4804
## 125      Hlil_160  0.6          4426
## 126      Hlil_161  0.6          4930
## 127      Hlil_162  0.6          4735
## 128      Hlil_163  0.6          4904
## 129      Hlil_164  0.6          4699
## 130      Hlil_165  0.6          4912
## 131      Hlil_166  0.6          4845
## 132      Hlil_168  0.6          4252
## 133      Hlil_169  0.6          4740
## 134      Hlil_173  0.6          4919
## 135      Hlil_174  0.6          4942
## 136      Hlil_175  0.6          4503
## 137      Hlil_176  0.6          4889
## 138      Hlil_177  0.6          4848
## 139      Hlil_178  0.6          4825
## 140      Hlil_179  0.6          4888
## 141      Hlil_180  0.6          4901
## 142      Hlil_181  0.6          4078
## 143      Hlil_182  0.6          4666
## 144      Hlil_183  0.6          4494
## 145      Hlil_184  0.6          3186
## 146      Hlil_185  0.6          4304
## 147      Hlil_186  0.6          4227
## 148      Hlil_188  0.6          4423
## 149      Hlil_189  0.6          3957
## 150      Hlil_190  0.6          4495
## 151      Hlil_191  0.6          4420
## 152      Hlil_193  0.6          4598
## 153      Hlil_195  0.6          3234
## 154      Hlil_196  0.6          4677
## 155      Hlil_197  0.6          4693
## 156      Hlil_198  0.6          4584
## 157      Hlil_199  0.6          4709
## 158      Hlil_200  0.6          4694
## 159      Hlil_201  0.6          4293
## 160      Hlil_202  0.6          4789
## 161      Hlil_203  0.6          4533
## 162      Hlil_204  0.6          4075
## 163      Hlil_205  0.6          4785
## 164      Hlil_206  0.6          2519
## 165      Hlil_207  0.6          4525
## 166      Hlil_208  0.6          3316
## 167      Hlil_209  0.6          4306
## 168      Hlil_210  0.6          4751
## 169      Hlil_211  0.6          4708
## 170      Hlil_212  0.6          3319
## 171      Hlil_213  0.6          4715
## 172      Hlil_214  0.6          4823
## 173      Hlil_215  0.6          3862
## 174      Hlil_216  0.6          4133
## 175      Hlil_217  0.6          3735
## 176      Hlil_218  0.6          2916
## 177      Hlil_219  0.6          4671
## 178      Hlil_220  0.6          4689
## 179      Hlil_221  0.6          3038
## 180      Hlil_224  0.6          4719
## 181      Hlil_225  0.6          3811
## 182      Hlil_226  0.6          4538
## 183      Hlil_227  0.6          2357
## 184      Hlil_228  0.6          3679
## 185      Hlil_229  0.6          3751
## 186      Hlil_230  0.6          1717
## 187      Hlil_231  0.6          4128
## 188      Hlil_232  0.6          3403
## 189      Hlil_233  0.6          4504
## 190      Hlil_235  0.6          4673
## 191      Hlil_236  0.6          2777
## 192      Hlil_237  0.6          2955
## 193      Hlil_238  0.6          3014
## 194      Hlil_239  0.6          3446
## 195      Hlil_240  0.6          3228
## 196      Hlil_241  0.6          3859
## 197      Hlil_242  0.6          4151
## 198      Hlil_243  0.6          4669
## 199      Hlil_244  0.6          4064
## 200      Hlil_245  0.6          3866
## 201      Hlil_246  0.6          4416
## 202      Hlil_247  0.6          4390
## 203      Hlil_248  0.6          4210
## 204  Hlil_NBG_351  0.6          4396
## 205   Hlil_NC_167  0.6          4977
## 206   Hlil_NC_170  0.6          4357
## 207   Hlil_NC_171  0.6          5000
## 208   Hlil_NC_172  0.6          5036
## 209 Hlil_NTBG_260  0.6          4395
## 210    Hlil_W_222  0.6          3617
## 211    Hlil_W_223  0.6          4130
## 212  Hlil_WBG_226  0.6          3206
## 213      Hlil_130  0.7          3713
## 214      Hlil_132  0.7          3746
## 215      Hlil_135  0.7          2515
## 216      Hlil_137  0.7          3344
## 217      Hlil_143  0.7          3281
## 218      Hlil_145  0.7          3663
## 219      Hlil_146  0.7          3145
## 220      Hlil_147  0.7          3694
## 221      Hlil_148  0.7          3748
## 222      Hlil_150  0.7          3791
## 223      Hlil_152  0.7          3797
## 224      Hlil_153  0.7          3815
## 225      Hlil_154  0.7          3799
## 226      Hlil_155  0.7          3253
## 227      Hlil_156  0.7          3340
## 228      Hlil_157  0.7          3746
## 229      Hlil_158  0.7          3681
## 230      Hlil_159  0.7          3751
## 231      Hlil_160  0.7          3613
## 232      Hlil_161  0.7          3826
## 233      Hlil_162  0.7          3719
## 234      Hlil_163  0.7          3815
## 235      Hlil_164  0.7          3671
## 236      Hlil_165  0.7          3796
## 237      Hlil_166  0.7          3814
## 238      Hlil_168  0.7          3491
## 239      Hlil_169  0.7          3729
## 240      Hlil_173  0.7          3821
## 241      Hlil_174  0.7          3829
## 242      Hlil_175  0.7          3648
## 243      Hlil_176  0.7          3823
## 244      Hlil_177  0.7          3809
## 245      Hlil_178  0.7          3814
## 246      Hlil_179  0.7          3830
## 247      Hlil_180  0.7          3814
## 248      Hlil_181  0.7          3299
## 249      Hlil_182  0.7          3615
## 250      Hlil_183  0.7          3566
## 251      Hlil_184  0.7          2749
## 252      Hlil_185  0.7          3500
## 253      Hlil_186  0.7          3448
## 254      Hlil_188  0.7          3567
## 255      Hlil_189  0.7          3198
## 256      Hlil_190  0.7          3605
## 257      Hlil_191  0.7          3574
## 258      Hlil_193  0.7          3654
## 259      Hlil_195  0.7          2723
## 260      Hlil_196  0.7          3697
## 261      Hlil_197  0.7          3733
## 262      Hlil_198  0.7          3678
## 263      Hlil_199  0.7          3767
## 264      Hlil_200  0.7          3727
## 265      Hlil_201  0.7          3420
## 266      Hlil_202  0.7          3774
## 267      Hlil_203  0.7          3658
## 268      Hlil_204  0.7          3378
## 269      Hlil_205  0.7          3767
## 270      Hlil_206  0.7          2246
## 271      Hlil_207  0.7          3596
## 272      Hlil_208  0.7          2768
## 273      Hlil_209  0.7          3538
## 274      Hlil_210  0.7          3760
## 275      Hlil_211  0.7          3743
## 276      Hlil_212  0.7          2817
## 277      Hlil_213  0.7          3738
## 278      Hlil_214  0.7          3771
## 279      Hlil_215  0.7          3274
## 280      Hlil_216  0.7          3415
## 281      Hlil_217  0.7          3151
## 282      Hlil_218  0.7          2600
## 283      Hlil_219  0.7          3647
## 284      Hlil_220  0.7          3709
## 285      Hlil_221  0.7          2616
## 286      Hlil_224  0.7          3761
## 287      Hlil_225  0.7          3164
## 288      Hlil_226  0.7          3641
## 289      Hlil_227  0.7          2079
## 290      Hlil_228  0.7          3101
## 291      Hlil_229  0.7          3156
## 292      Hlil_230  0.7          1557
## 293      Hlil_231  0.7          3409
## 294      Hlil_232  0.7          2945
## 295      Hlil_233  0.7          3670
## 296      Hlil_235  0.7          3705
## 297      Hlil_236  0.7          2419
## 298      Hlil_237  0.7          2538
## 299      Hlil_238  0.7          2669
## 300      Hlil_239  0.7          2906
## 301      Hlil_240  0.7          2827
## 302      Hlil_241  0.7          3233
## 303      Hlil_242  0.7          3395
## 304      Hlil_243  0.7          3692
## 305      Hlil_244  0.7          3308
## 306      Hlil_245  0.7          3153
## 307      Hlil_246  0.7          3558
## 308      Hlil_247  0.7          3546
## 309      Hlil_248  0.7          3448
## 310  Hlil_NBG_351  0.7          3478
## 311   Hlil_NC_167  0.7          3863
## 312   Hlil_NC_170  0.7          3579
## 313   Hlil_NC_171  0.7          3883
## 314   Hlil_NC_172  0.7          3922
## 315 Hlil_NTBG_260  0.7          3550
## 316    Hlil_W_222  0.7          3052
## 317    Hlil_W_223  0.7          3310
## 318  Hlil_WBG_226  0.7          2714
## 319      Hlil_130  0.8          2737
## 320      Hlil_132  0.8          2730
## 321      Hlil_135  0.8          2078
## 322      Hlil_137  0.8          2573
## 323      Hlil_143  0.8          2528
## 324      Hlil_145  0.8          2664
## 325      Hlil_146  0.8          2462
## 326      Hlil_147  0.8          2693
## 327      Hlil_148  0.8          2707
## 328      Hlil_150  0.8          2753
## 329      Hlil_152  0.8          2714
## 330      Hlil_153  0.8          2736
## 331      Hlil_154  0.8          2751
## 332      Hlil_155  0.8          2546
## 333      Hlil_156  0.8          2551
## 334      Hlil_157  0.8          2740
## 335      Hlil_158  0.8          2724
## 336      Hlil_159  0.8          2707
## 337      Hlil_160  0.8          2674
## 338      Hlil_161  0.8          2746
## 339      Hlil_162  0.8          2731
## 340      Hlil_163  0.8          2769
## 341      Hlil_164  0.8          2662
## 342      Hlil_165  0.8          2743
## 343      Hlil_166  0.8          2783
## 344      Hlil_168  0.8          2644
## 345      Hlil_169  0.8          2738
## 346      Hlil_173  0.8          2769
## 347      Hlil_174  0.8          2787
## 348      Hlil_175  0.8          2719
## 349      Hlil_176  0.8          2769
## 350      Hlil_177  0.8          2753
## 351      Hlil_178  0.8          2768
## 352      Hlil_179  0.8          2776
## 353      Hlil_180  0.8          2766
## 354      Hlil_181  0.8          2467
## 355      Hlil_182  0.8          2625
## 356      Hlil_183  0.8          2637
## 357      Hlil_184  0.8          2241
## 358      Hlil_185  0.8          2647
## 359      Hlil_186  0.8          2616
## 360      Hlil_188  0.8          2671
## 361      Hlil_189  0.8          2427
## 362      Hlil_190  0.8          2664
## 363      Hlil_191  0.8          2663
## 364      Hlil_193  0.8          2700
## 365      Hlil_195  0.8          2128
## 366      Hlil_196  0.8          2700
## 367      Hlil_197  0.8          2729
## 368      Hlil_198  0.8          2705
## 369      Hlil_199  0.8          2758
## 370      Hlil_200  0.8          2727
## 371      Hlil_201  0.8          2521
## 372      Hlil_202  0.8          2749
## 373      Hlil_203  0.8          2685
## 374      Hlil_204  0.8          2574
## 375      Hlil_205  0.8          2735
## 376      Hlil_206  0.8          1875
## 377      Hlil_207  0.8          2642
## 378      Hlil_208  0.8          2121
## 379      Hlil_209  0.8          2662
## 380      Hlil_210  0.8          2754
## 381      Hlil_211  0.8          2714
## 382      Hlil_212  0.8          2179
## 383      Hlil_213  0.8          2734
## 384      Hlil_214  0.8          2712
## 385      Hlil_215  0.8          2548
## 386      Hlil_216  0.8          2624
## 387      Hlil_217  0.8          2426
## 388      Hlil_218  0.8          2124
## 389      Hlil_219  0.8          2621
## 390      Hlil_220  0.8          2721
## 391      Hlil_221  0.8          2097
## 392      Hlil_224  0.8          2748
## 393      Hlil_225  0.8          2423
## 394      Hlil_226  0.8          2674
## 395      Hlil_227  0.8          1730
## 396      Hlil_228  0.8          2424
## 397      Hlil_229  0.8          2427
## 398      Hlil_230  0.8          1368
## 399      Hlil_231  0.8          2575
## 400      Hlil_232  0.8          2333
## 401      Hlil_233  0.8          2712
## 402      Hlil_235  0.8          2708
## 403      Hlil_236  0.8          1937
## 404      Hlil_237  0.8          2005
## 405      Hlil_238  0.8          2177
## 406      Hlil_239  0.8          2279
## 407      Hlil_240  0.8          2294
## 408      Hlil_241  0.8          2477
## 409      Hlil_242  0.8          2586
## 410      Hlil_243  0.8          2677
## 411      Hlil_244  0.8          2489
## 412      Hlil_245  0.8          2383
## 413      Hlil_246  0.8          2624
## 414      Hlil_247  0.8          2620
## 415      Hlil_248  0.8          2587
## 416  Hlil_NBG_351  0.8          2561
## 417   Hlil_NC_167  0.8          2759
## 418   Hlil_NC_170  0.8          2660
## 419   Hlil_NC_171  0.8          2781
## 420   Hlil_NC_172  0.8          2809
## 421 Hlil_NTBG_260  0.8          2620
## 422    Hlil_W_222  0.8          2377
## 423    Hlil_W_223  0.8          2506
## 424  Hlil_WBG_226  0.8          2138
## 425      Hlil_130  0.9          1519
## 426      Hlil_132  0.9          1512
## 427      Hlil_135  0.9          1293
## 428      Hlil_137  0.9          1480
## 429      Hlil_143  0.9          1466
## 430      Hlil_145  0.9          1480
## 431      Hlil_146  0.9          1443
## 432      Hlil_147  0.9          1497
## 433      Hlil_148  0.9          1496
## 434      Hlil_150  0.9          1506
## 435      Hlil_152  0.9          1472
## 436      Hlil_153  0.9          1483
## 437      Hlil_154  0.9          1499
## 438      Hlil_155  0.9          1476
## 439      Hlil_156  0.9          1460
## 440      Hlil_157  0.9          1511
## 441      Hlil_158  0.9          1514
## 442      Hlil_159  0.9          1492
## 443      Hlil_160  0.9          1501
## 444      Hlil_161  0.9          1503
## 445      Hlil_162  0.9          1504
## 446      Hlil_163  0.9          1518
## 447      Hlil_164  0.9          1454
## 448      Hlil_165  0.9          1500
## 449      Hlil_166  0.9          1519
## 450      Hlil_168  0.9          1500
## 451      Hlil_169  0.9          1506
## 452      Hlil_173  0.9          1506
## 453      Hlil_174  0.9          1519
## 454      Hlil_175  0.9          1511
## 455      Hlil_176  0.9          1519
## 456      Hlil_177  0.9          1517
## 457      Hlil_178  0.9          1522
## 458      Hlil_179  0.9          1520
## 459      Hlil_180  0.9          1511
## 460      Hlil_181  0.9          1394
## 461      Hlil_182  0.9          1439
## 462      Hlil_183  0.9          1477
## 463      Hlil_184  0.9          1396
## 464      Hlil_185  0.9          1492
## 465      Hlil_186  0.9          1474
## 466      Hlil_188  0.9          1494
## 467      Hlil_189  0.9          1396
## 468      Hlil_190  0.9          1502
## 469      Hlil_191  0.9          1501
## 470      Hlil_193  0.9          1500
## 471      Hlil_195  0.9          1240
## 472      Hlil_196  0.9          1484
## 473      Hlil_197  0.9          1506
## 474      Hlil_198  0.9          1488
## 475      Hlil_199  0.9          1514
## 476      Hlil_200  0.9          1500
## 477      Hlil_201  0.9          1433
## 478      Hlil_202  0.9          1512
## 479      Hlil_203  0.9          1503
## 480      Hlil_204  0.9          1478
## 481      Hlil_205  0.9          1509
## 482      Hlil_206  0.9          1203
## 483      Hlil_207  0.9          1446
## 484      Hlil_208  0.9          1238
## 485      Hlil_209  0.9          1490
## 486      Hlil_210  0.9          1519
## 487      Hlil_211  0.9          1501
## 488      Hlil_212  0.9          1300
## 489      Hlil_213  0.9          1506
## 490      Hlil_214  0.9          1496
## 491      Hlil_215  0.9          1478
## 492      Hlil_216  0.9          1493
## 493      Hlil_217  0.9          1411
## 494      Hlil_218  0.9          1356
## 495      Hlil_219  0.9          1429
## 496      Hlil_220  0.9          1504
## 497      Hlil_221  0.9          1301
## 498      Hlil_224  0.9          1510
## 499      Hlil_225  0.9          1426
## 500      Hlil_226  0.9          1497
## 501      Hlil_227  0.9          1132
## 502      Hlil_228  0.9          1444
## 503      Hlil_229  0.9          1437
## 504      Hlil_230  0.9          1001
## 505      Hlil_231  0.9          1469
## 506      Hlil_232  0.9          1434
## 507      Hlil_233  0.9          1512
## 508      Hlil_235  0.9          1493
## 509      Hlil_236  0.9          1225
## 510      Hlil_237  0.9          1254
## 511      Hlil_238  0.9          1382
## 512      Hlil_239  0.9          1392
## 513      Hlil_240  0.9          1411
## 514      Hlil_241  0.9          1464
## 515      Hlil_242  0.9          1476
## 516      Hlil_243  0.9          1462
## 517      Hlil_244  0.9          1435
## 518      Hlil_245  0.9          1404
## 519      Hlil_246  0.9          1483
## 520      Hlil_247  0.9          1467
## 521      Hlil_248  0.9          1454
## 522  Hlil_NBG_351  0.9          1432
## 523   Hlil_NC_167  0.9          1511
## 524   Hlil_NC_170  0.9          1498
## 525   Hlil_NC_171  0.9          1509
## 526   Hlil_NC_172  0.9          1525
## 527 Hlil_NTBG_260  0.9          1483
## 528    Hlil_W_222  0.9          1399
## 529    Hlil_W_223  0.9          1458
## 530  Hlil_WBG_226  0.9          1303
## 531      Hlil_130  1.0            68
## 532      Hlil_132  1.0            68
## 533      Hlil_135  1.0            68
## 534      Hlil_137  1.0            68
## 535      Hlil_143  1.0            68
## 536      Hlil_145  1.0            68
## 537      Hlil_146  1.0            68
## 538      Hlil_147  1.0            68
## 539      Hlil_148  1.0            68
## 540      Hlil_150  1.0            68
## 541      Hlil_152  1.0            68
## 542      Hlil_153  1.0            68
## 543      Hlil_154  1.0            68
## 544      Hlil_155  1.0            68
## 545      Hlil_156  1.0            68
## 546      Hlil_157  1.0            68
## 547      Hlil_158  1.0            68
## 548      Hlil_159  1.0            68
## 549      Hlil_160  1.0            68
## 550      Hlil_161  1.0            68
## 551      Hlil_162  1.0            68
## 552      Hlil_163  1.0            68
## 553      Hlil_164  1.0            68
## 554      Hlil_165  1.0            68
## 555      Hlil_166  1.0            68
## 556      Hlil_168  1.0            68
## 557      Hlil_169  1.0            68
## 558      Hlil_173  1.0            68
## 559      Hlil_174  1.0            68
## 560      Hlil_175  1.0            68
## 561      Hlil_176  1.0            68
## 562      Hlil_177  1.0            68
## 563      Hlil_178  1.0            68
## 564      Hlil_179  1.0            68
## 565      Hlil_180  1.0            68
## 566      Hlil_181  1.0            68
## 567      Hlil_182  1.0            68
## 568      Hlil_183  1.0            68
## 569      Hlil_184  1.0            68
## 570      Hlil_185  1.0            68
## 571      Hlil_186  1.0            68
## 572      Hlil_188  1.0            68
## 573      Hlil_189  1.0            68
## 574      Hlil_190  1.0            68
## 575      Hlil_191  1.0            68
## 576      Hlil_193  1.0            68
## 577      Hlil_195  1.0            68
## 578      Hlil_196  1.0            68
## 579      Hlil_197  1.0            68
## 580      Hlil_198  1.0            68
## 581      Hlil_199  1.0            68
## 582      Hlil_200  1.0            68
## 583      Hlil_201  1.0            68
## 584      Hlil_202  1.0            68
## 585      Hlil_203  1.0            68
## 586      Hlil_204  1.0            68
## 587      Hlil_205  1.0            68
## 588      Hlil_206  1.0            68
## 589      Hlil_207  1.0            68
## 590      Hlil_208  1.0            68
## 591      Hlil_209  1.0            68
## 592      Hlil_210  1.0            68
## 593      Hlil_211  1.0            68
## 594      Hlil_212  1.0            68
## 595      Hlil_213  1.0            68
## 596      Hlil_214  1.0            68
## 597      Hlil_215  1.0            68
## 598      Hlil_216  1.0            68
## 599      Hlil_217  1.0            68
## 600      Hlil_218  1.0            68
## 601      Hlil_219  1.0            68
## 602      Hlil_220  1.0            68
## 603      Hlil_221  1.0            68
## 604      Hlil_224  1.0            68
## 605      Hlil_225  1.0            68
## 606      Hlil_226  1.0            68
## 607      Hlil_227  1.0            68
## 608      Hlil_228  1.0            68
## 609      Hlil_229  1.0            68
## 610      Hlil_230  1.0            68
## 611      Hlil_231  1.0            68
## 612      Hlil_232  1.0            68
## 613      Hlil_233  1.0            68
## 614      Hlil_235  1.0            68
## 615      Hlil_236  1.0            68
## 616      Hlil_237  1.0            68
## 617      Hlil_238  1.0            68
## 618      Hlil_239  1.0            68
## 619      Hlil_240  1.0            68
## 620      Hlil_241  1.0            68
## 621      Hlil_242  1.0            68
## 622      Hlil_243  1.0            68
## 623      Hlil_244  1.0            68
## 624      Hlil_245  1.0            68
## 625      Hlil_246  1.0            68
## 626      Hlil_247  1.0            68
## 627      Hlil_248  1.0            68
## 628  Hlil_NBG_351  1.0            68
## 629   Hlil_NC_167  1.0            68
## 630   Hlil_NC_170  1.0            68
## 631   Hlil_NC_171  1.0            68
## 632   Hlil_NC_172  1.0            68
## 633 Hlil_NTBG_260  1.0            68
## 634    Hlil_W_222  1.0            68
## 635    Hlil_W_223  1.0            68
## 636  Hlil_WBG_226  1.0            68
missing_by_sample(vcfR=vcfR.miss50, popmap = popmap.miss50)
## Warning in max(data$density): no non-missing arguments to max; returning -Inf

## Warning in max(data$density): Computation failed in `stat_ydensity()`:
## replacement has 1 row, data has 0
## `stat_bindot()` using `bins = 30`. Pick better value with `binwidth`.
## Warning in max(data$density): no non-missing arguments to max; returning -Inf

## Warning in max(data$density): Computation failed in `stat_ydensity()`:
## replacement has 1 row, data has 0
## `stat_bindot()` using `bins = 30`. Pick better value with `binwidth`.

##             indiv filt snps.retained
## 1        Hlil_130  0.5          5481
## 2        Hlil_132  0.5          5645
## 3        Hlil_135  0.5          3171
## 4        Hlil_137  0.5          4786
## 5        Hlil_143  0.5          4566
## 6        Hlil_145  0.5          5538
## 7        Hlil_146  0.5          4226
## 8        Hlil_147  0.5          5869
## 9        Hlil_148  0.5          5753
## 10       Hlil_150  0.5          5923
## 11       Hlil_152  0.5          5940
## 12       Hlil_153  0.5          5997
## 13       Hlil_154  0.5          5873
## 14       Hlil_155  0.5          4260
## 15       Hlil_156  0.5          4516
## 16       Hlil_157  0.5          5578
## 17       Hlil_158  0.5          5206
## 18       Hlil_159  0.5          5799
## 19       Hlil_160  0.5          5101
## 20       Hlil_161  0.5          6005
## 21       Hlil_162  0.5          5783
## 22       Hlil_163  0.5          6008
## 23       Hlil_164  0.5          5737
## 24       Hlil_165  0.5          6000
## 25       Hlil_166  0.5          5912
## 26       Hlil_168  0.5          4857
## 27       Hlil_169  0.5          5721
## 28       Hlil_173  0.5          5976
## 29       Hlil_174  0.5          6037
## 30       Hlil_175  0.5          5192
## 31       Hlil_176  0.5          5876
## 32       Hlil_177  0.5          5906
## 33       Hlil_178  0.5          5801
## 34       Hlil_179  0.5          5957
## 35       Hlil_180  0.5          5975
## 36       Hlil_181  0.5          4729
## 37       Hlil_182  0.5          5697
## 38       Hlil_183  0.5          5300
## 39       Hlil_184  0.5          3583
## 40       Hlil_185  0.5          5083
## 41       Hlil_186  0.5          4857
## 42       Hlil_188  0.5          5221
## 43       Hlil_189  0.5          4575
## 44       Hlil_190  0.5          5289
## 45       Hlil_191  0.5          5203
## 46       Hlil_193  0.5          5533
## 47       Hlil_195  0.5          3606
## 48       Hlil_196  0.5          5584
## 49       Hlil_197  0.5          5583
## 50       Hlil_198  0.5          5420
## 51       Hlil_199  0.5          5499
## 52       Hlil_200  0.5          5586
## 53       Hlil_201  0.5          5192
## 54       Hlil_202  0.5          5719
## 55       Hlil_203  0.5          5348
## 56       Hlil_204  0.5          4663
## 57       Hlil_205  0.5          5821
## 58       Hlil_206  0.5          2800
## 59       Hlil_207  0.5          5336
## 60       Hlil_208  0.5          3743
## 61       Hlil_209  0.5          4983
## 62       Hlil_210  0.5          5652
## 63       Hlil_211  0.5          5591
## 64       Hlil_212  0.5          3758
## 65       Hlil_213  0.5          5622
## 66       Hlil_214  0.5          5911
## 67       Hlil_215  0.5          4327
## 68       Hlil_216  0.5          4717
## 69       Hlil_217  0.5          4148
## 70       Hlil_218  0.5          3164
## 71       Hlil_219  0.5          5663
## 72       Hlil_220  0.5          5635
## 73       Hlil_221  0.5          3366
## 74       Hlil_224  0.5          5582
## 75       Hlil_225  0.5          4349
## 76       Hlil_226  0.5          5363
## 77       Hlil_227  0.5          2573
## 78       Hlil_228  0.5          4175
## 79       Hlil_229  0.5          4212
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## 553      Hlil_164  1.0            68
## 554      Hlil_165  1.0            68
## 555      Hlil_166  1.0            68
## 556      Hlil_168  1.0            68
## 557      Hlil_169  1.0            68
## 558      Hlil_173  1.0            68
## 559      Hlil_174  1.0            68
## 560      Hlil_175  1.0            68
## 561      Hlil_176  1.0            68
## 562      Hlil_177  1.0            68
## 563      Hlil_178  1.0            68
## 564      Hlil_179  1.0            68
## 565      Hlil_180  1.0            68
## 566      Hlil_181  1.0            68
## 567      Hlil_182  1.0            68
## 568      Hlil_183  1.0            68
## 569      Hlil_184  1.0            68
## 570      Hlil_185  1.0            68
## 571      Hlil_186  1.0            68
## 572      Hlil_188  1.0            68
## 573      Hlil_189  1.0            68
## 574      Hlil_190  1.0            68
## 575      Hlil_191  1.0            68
## 576      Hlil_193  1.0            68
## 577      Hlil_195  1.0            68
## 578      Hlil_196  1.0            68
## 579      Hlil_197  1.0            68
## 580      Hlil_198  1.0            68
## 581      Hlil_199  1.0            68
## 582      Hlil_200  1.0            68
## 583      Hlil_201  1.0            68
## 584      Hlil_202  1.0            68
## 585      Hlil_203  1.0            68
## 586      Hlil_204  1.0            68
## 587      Hlil_205  1.0            68
## 588      Hlil_206  1.0            68
## 589      Hlil_207  1.0            68
## 590      Hlil_208  1.0            68
## 591      Hlil_209  1.0            68
## 592      Hlil_210  1.0            68
## 593      Hlil_211  1.0            68
## 594      Hlil_212  1.0            68
## 595      Hlil_213  1.0            68
## 596      Hlil_214  1.0            68
## 597      Hlil_215  1.0            68
## 598      Hlil_216  1.0            68
## 599      Hlil_217  1.0            68
## 600      Hlil_218  1.0            68
## 601      Hlil_219  1.0            68
## 602      Hlil_220  1.0            68
## 603      Hlil_221  1.0            68
## 604      Hlil_224  1.0            68
## 605      Hlil_225  1.0            68
## 606      Hlil_226  1.0            68
## 607      Hlil_227  1.0            68
## 608      Hlil_228  1.0            68
## 609      Hlil_229  1.0            68
## 610      Hlil_230  1.0            68
## 611      Hlil_231  1.0            68
## 612      Hlil_232  1.0            68
## 613      Hlil_233  1.0            68
## 614      Hlil_235  1.0            68
## 615      Hlil_236  1.0            68
## 616      Hlil_237  1.0            68
## 617      Hlil_238  1.0            68
## 618      Hlil_239  1.0            68
## 619      Hlil_240  1.0            68
## 620      Hlil_241  1.0            68
## 621      Hlil_242  1.0            68
## 622      Hlil_243  1.0            68
## 623      Hlil_244  1.0            68
## 624      Hlil_245  1.0            68
## 625      Hlil_246  1.0            68
## 626      Hlil_247  1.0            68
## 627      Hlil_248  1.0            68
## 628  Hlil_NBG_351  1.0            68
## 629   Hlil_NC_167  1.0            68
## 630   Hlil_NC_170  1.0            68
## 631   Hlil_NC_171  1.0            68
## 632   Hlil_NC_172  1.0            68
## 633 Hlil_NTBG_260  1.0            68
## 634    Hlil_W_222  1.0            68
## 635    Hlil_W_223  1.0            68
## 636  Hlil_WBG_226  1.0            68

Here we are going to have to select different thresholds for each vcfR file. For vcfR.raw I selected 0.91 as a cutoff, as there seems to be a bit of a gap there, and at this cutoff we are already losing a bunch of samples.

For vcfR.miss50 I’m going to select 0.59 as a cutoff as this is still relatively strict and fewer samples need to be removed. I picked 0.59 to be right in that gap and remove that cluster of 3 samples just under 0.6 which may be problematic later on.

#run function to drop samples above the missing data threshold
vcfR.raw <- missing_by_sample(vcfR=vcfR.raw, cutoff = 0.91)
## 20 samples are above a 0.91 missing data cutoff, and were removed from VCF

#> 20 samples are above a 0.91 missing data cutoff, and were removed from VCF
vcfR.miss50 <- missing_by_sample(vcfR=vcfR.miss50, cutoff = 0.59)
## 8 samples are above a 0.59 missing data cutoff, and were removed from VCF

#> 8 samples are above a 0.6 missing data cutoff, and were removed from VCF
# change popmaps to only include retained individuals
popmap.raw<-popmap.raw[popmap.raw$id %in% colnames(vcfR.raw@gt),]
popmap.miss50<-popmap.miss50[popmap.miss50$id %in% colnames(vcfR.miss50@gt),]

#remove invariant sites generated by dropping individuals
vcfR.raw<-min_mac(vcfR.raw, min.mac = 1)
## 1.69% of SNPs fell below a minor allele count of 1 and were removed from the VCF

#> 1.69% of SNPs fell below a minor allele count of 1 and were removed from the VCF
vcfR.miss50<-min_mac(vcfR.miss50, min.mac = 1)
## 1.53% of SNPs fell below a minor allele count of 1 and were removed from the VCF

#> 1.53% of SNPs fell below a minor allele count of 1 and were removed from the VCF
# Take another look at each vcfR object
vcfR.raw
## ***** Object of Class vcfR *****
## 86 samples
## 33381 CHROMs
## 62,901 variants
## Object size: 123.6 Mb
## 81.43 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>86 samples
#>33381 CHROMs
#>62,901 variants
#>Object size: 123.6 Mb
#>81.43 percent missing data
#>*****        *****         *****
  
vcfR.miss50
## ***** Object of Class vcfR *****
## 98 samples
## 4969 CHROMs
## 8,493 variants
## Object size: 51.7 Mb
## 29.88 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>98 samples
#>4969 CHROMs
#>8,547 variants
#>Object size: 51.7 Mb
#>29.88 percent missing data
#>*****        *****         *****

Step 4: Set missing data per SNP cutoffs

#verify that missing data is not driving clustering patterns among the retained samples
#first looking at vcfR.raw
assess_missing_data_pca(vcfR=vcfR.raw, popmap = popmap.raw, thresholds = .8, clustering = FALSE)
## cutoff is specified, filtered vcfR object will be returned
## 94.67% of SNPs fell below a completeness cutoff of 0.8 and were removed from the VCF
## Loading required namespace: adegenet

## [[1]]
##                     PC1        PC2           PC3         PC4         PC5
## Hlil_130      -4.343992  2.6313032   0.677189748  2.06596008 -1.72051347
## Hlil_132      -4.611500  3.5819970   0.881164061 -0.76656166  0.26165815
## Hlil_135       6.747983  0.7101958   0.531176337  0.32829500 -1.36150127
## Hlil_137       3.266712 -1.8728134  -0.276984074 -1.21909881 -4.84200841
## Hlil_143      -5.332866 -3.4555841  -0.017280419  1.48626431 -0.75517709
## Hlil_145      -4.822420  2.4446351   0.254195180 -2.25467517 -0.92022195
## Hlil_146      -3.846215  2.1079549   0.309014279 -0.83111836 -0.02335800
## Hlil_147      -4.343671  2.8355222   0.299507649 -3.42385100  2.09261521
## Hlil_148      -6.007882 -4.1019774  -0.436775572  0.74505165  1.51308575
## Hlil_150      -4.553888  2.3432568   0.474150972 -2.11840288  2.73550860
## Hlil_152      -5.847768 -3.4810696   0.041122350 -0.53308588  0.86321583
## Hlil_153      -5.793119 -4.0780604  -0.257500496 -0.34504835 -0.94335650
## Hlil_154      -4.897971  2.8344245   0.699728730 -0.92612175 -0.65594540
## Hlil_155      -3.582117  2.1076440   0.484875546 -0.29987669 -0.59767329
## Hlil_156      -4.948396 -3.3171842   0.410199923  1.08175561 -0.51938357
## Hlil_157       3.163931 -1.7833116  -0.042287683 -2.26551648  0.64178511
## Hlil_158      -5.623692 -3.6664357  -0.004824287  1.12328168 -1.14684407
## Hlil_159      -5.359250 -3.3353449  -0.376347133 -0.40935669  0.63058934
## Hlil_160      -4.426786  1.4695409   0.299825368  0.30172742  0.34051644
## Hlil_161      -5.384241 -3.6501429  -0.472869659 -2.03378986 -0.72188962
## Hlil_162       3.869712 -1.4584230   0.257493381 -4.19352150  0.66623446
## Hlil_163       4.193393 -1.7592094  -0.040702595 -4.92300080  1.17219203
## Hlil_164       3.821041 -2.1380333   0.082890466 -0.05561845  3.58088663
## Hlil_165      -4.346486  2.5686676   0.201531164 -0.20724020 -0.93928091
## Hlil_166       4.223049 -1.9476493   0.102055330  1.40608043 -2.08858351
## Hlil_168       8.453618 -0.5433970   1.069737330 -0.15640817 -1.32780807
## Hlil_169      12.236250  0.2684391   0.774378839 -0.31500379 -0.74759011
## Hlil_173      -3.827775  8.5026193   1.025416920 -0.51837397  0.04449211
## Hlil_174      -3.847537  8.7274669   1.210693309 -0.28661650 -0.05731674
## Hlil_175      -3.760319  7.5787634   1.240349698  0.13608646 -0.55667676
## Hlil_176      -5.616650 -3.3753975  -0.353294199 -0.51759520  0.06265179
## Hlil_177      -5.104250 -3.2909564  -0.781022540 -2.26793320  0.79489857
## Hlil_178      -5.753077 -3.4210363  -0.085505230  0.40723066 -0.05503526
## Hlil_179       3.584316 -2.0940190   0.725177398 -0.42679492  2.59668533
## Hlil_180       4.267035 -2.3917559  -0.082422030 -2.95498629 -1.94172317
## Hlil_181      -1.545180  5.8186428   0.314217637 -0.71191182 -0.88728713
## Hlil_182      -3.682468  2.9020873   0.545484163 -0.14608044  0.54091189
## Hlil_183       3.049449 -1.4985561  -0.326952849 -1.31364871  1.26707529
## Hlil_184       3.292607  2.5109144   0.657234410  1.18457817  0.19399380
## Hlil_185       3.581530 -1.1326351   0.158798601  0.81534384  0.90616901
## Hlil_186       3.383596 -1.6542231  -0.127183836 -0.30337917 -0.74149174
## Hlil_188       4.103347  3.9665434   0.938304728  0.66745063  1.93895639
## Hlil_189       3.990273  3.2445283   0.397073330 -1.80421768 -1.83597228
## Hlil_190       3.040225 -1.3843552   0.753213151  0.63086564 -0.29582479
## Hlil_191       3.079126 -1.5152957   0.719668579  1.41782660  0.58574787
## Hlil_193       5.202181  4.1166860   0.780567305  1.42134408  2.84196331
## Hlil_196       3.720617 -1.8578921   1.072129652  0.06140393  0.41746166
## Hlil_197       3.769431 -2.3039256   0.913158735  1.56833992  1.11228267
## Hlil_198       4.083147 -1.9749893  -0.205216515 -3.26222649 -2.18265967
## Hlil_199       4.222801 -2.3156854   0.567533515  0.20079365 -0.06191109
## Hlil_200       3.636747 -2.3512988   0.301477028 -0.09813844  1.78388060
## Hlil_201       2.660535  2.8671101 -14.529187127  0.15236909  1.09561276
## Hlil_202       3.106507 -1.4919945   0.254145549 -1.38585023  0.20356465
## Hlil_203       3.910420 -1.8234485  -0.075111304 -1.14089401 -2.56964481
## Hlil_204       3.248984 -1.6924458   0.738897044  1.49993609  0.40217148
## Hlil_205       4.353962 -1.9307542   0.333100887 -1.86659468 -2.45837643
## Hlil_206       2.017858 -0.6787024  -0.154509176  0.41760438 -0.13804399
## Hlil_207       3.418655 -1.6591385   0.954283799  2.93995341  0.21914039
## Hlil_209       3.506258 -1.0461305   1.002749129  1.86309400 -0.58910435
## Hlil_210       3.308956 -1.6112263   1.042311515  1.29468858  1.95544560
## Hlil_211      -3.767954 -2.7557319   0.154458273 -0.41091765  0.01083819
## Hlil_213       3.072902 -1.9600087   0.693989776  0.07012713  2.52276642
## Hlil_214      -4.107307  1.9929426   0.146947044 -0.11675263  1.31786862
## Hlil_216       2.938295 -1.7715640   0.374460577  3.16420837 -0.27235940
## Hlil_219      -3.268603  8.8454855   1.014333759  1.05216337 -1.04004161
## Hlil_220       3.837595 -0.9313005   0.952065663  0.32681900  2.67444745
## Hlil_224       3.721318 -1.1293444   0.251766263 -0.90153682 -3.79157320
## Hlil_226       3.714147 -0.8704393   1.258499892  1.20021235 -0.46538158
## Hlil_231       3.830582  3.6390755   1.005064637  0.95259828 -1.79060416
## Hlil_233       3.723159 -0.4794966   0.250942266  1.36410021  2.38004859
## Hlil_235       5.073952  4.4966766   0.689584042 -0.12613731  3.17723883
## Hlil_242       3.722760 -1.8972125   0.381375121  0.82956580  1.28684568
## Hlil_243      -5.426469 -3.9908377  -0.439515897  2.61277940  0.49275830
## Hlil_244      -4.226528 -2.6602276  -0.234269781  2.31164921 -1.40361790
## Hlil_245       4.270933  4.3612924   0.145581731  0.33966127 -1.05930491
## Hlil_246      -4.998837 -3.3550411  -0.415774638  1.85267703 -0.72263450
## Hlil_247       3.973057  3.5795554   0.508347542  3.27963419 -2.10878468
## Hlil_248      -3.788619  1.6137023  -0.158551798  0.94118397  0.65181755
## Hlil_NBG_351  -3.312188  9.0811268   1.145474674  0.99570915 -0.56842740
## Hlil_NC_167   -5.592485 -3.6890780  -0.334534648 -0.32005868  0.06821827
## Hlil_NC_170   -4.210802 -2.9290073  -0.022808135  0.22794696 -0.66211570
## Hlil_NC_171   -5.759006 -3.7459112  -0.215227799 -0.12890459  0.21321460
## Hlil_NC_172   -5.882860 -3.7137116  -0.252337841 -0.47184733  0.16439296
## Hlil_NTBG_260 -4.932633 -3.4280142  -0.511285474  1.86922069 -0.78854040
## Hlil_W_222     2.289024  3.3377325 -13.092806147  0.98995340 -0.55508769
## Hlil_W_223    -3.198166  7.3048926   0.853974887 -0.83884185  0.48882840
##                       PC6         PC7         PC8         PC9         PC10
## Hlil_130       2.20674191  1.35559447  1.56626883  1.55289718 -1.856992241
## Hlil_132       3.15804363  0.35377164  1.43212230  0.09611879 -1.941870834
## Hlil_135       0.56586140  0.06944305  1.33931527 -0.63341896 -0.175329318
## Hlil_137      -1.51701208 -0.72548717  1.54763361 -0.01524219  0.677033344
## Hlil_143      -1.93942932  0.50124367  2.98243138  0.17221186  0.227829622
## Hlil_145      -2.57935046 -1.79605053  0.45379356  0.02141542 -0.207305641
## Hlil_146       0.03908723 -0.22496046  1.52708416 -0.67027627 -0.309823555
## Hlil_147       1.93261802  0.42648921 -0.04175726 -1.42552494  1.302617252
## Hlil_148       1.79536550 -2.19839916 -0.89976832 -1.26754802  1.360859297
## Hlil_150      -1.67391415 -1.17494104  1.39624026 -0.64105322  3.822140867
## Hlil_152      -0.06167191  1.01627326 -0.16498796  0.89293595 -1.123287313
## Hlil_153      -0.09634523  0.35391446 -0.37589153  1.16691893 -0.572760653
## Hlil_154      -2.04163526  1.04471822 -0.20513640  1.13928924 -1.280109642
## Hlil_155      -1.34383081  1.37552782  2.30788346  0.19514671  0.259072301
## Hlil_156      -0.95669666  0.77651834  0.97416289  0.36820791  0.514961232
## Hlil_157      -2.62599288  0.66446602 -0.28955795  0.63605749 -1.256672635
## Hlil_158      -1.44224536  0.46535412  1.07514590  1.10446803 -0.256872268
## Hlil_159      -1.24462421 -1.94432361 -1.12832081  1.50163326  1.207539447
## Hlil_160      -1.66927160 -0.88468154 -0.23299618  0.22592775 -0.109260038
## Hlil_161       0.35058529 -0.38860525 -0.28358612  0.01941744 -2.298786223
## Hlil_162       0.77951054  1.34008180  0.41386542  1.63196608  1.138886558
## Hlil_163      -1.35616936  1.35239296 -0.24376666  1.30162469 -1.974845306
## Hlil_164       0.37699066 -1.46928887  1.07372974  0.10267415 -1.008418969
## Hlil_165       4.28113122  0.31649910  0.25995851  0.10757577 -0.152818557
## Hlil_166       4.03024434  0.69148622  0.08777863  0.72324142  0.298594975
## Hlil_168       1.07260813 -0.37355978  0.17074193 -0.62042373  0.553804871
## Hlil_169       0.83148228 -0.80925194 -0.01152902  0.07732550  0.004709968
## Hlil_173       0.07640177  0.37077846  0.63585723  0.42859502 -0.237866803
## Hlil_174       0.01872245  0.38919271  0.44340495  0.49662779 -0.405973622
## Hlil_175      -0.11164625  0.62385437  1.18552366  0.36012895 -0.528893716
## Hlil_176       0.74589472  0.13750476 -0.50852860  0.06908264  0.165536044
## Hlil_177       1.24766858  0.08745883 -0.17519357 -2.49947632 -2.266541531
## Hlil_178      -0.02536605  0.42073317  0.15861958  0.14170422  0.093629715
## Hlil_179       2.16702248  1.61191483  0.17729905  1.30831627  3.419771922
## Hlil_180       1.92543457  1.11070086 -0.69087268 -1.14022844  1.319788092
## Hlil_181      -0.12986824 -1.35139258 -0.50012852 -0.25984346 -0.336169962
## Hlil_182      -1.11176852 -0.46835614 -1.68256928  0.62825293 -1.604252404
## Hlil_183       2.21898686 -0.43948341  0.01216790 -1.43058341 -1.203192224
## Hlil_184      -0.24415598 -0.41569613  1.47354685  1.58901678 -0.169614619
## Hlil_185       0.51234053 -1.96928109  1.82837239 -0.01792835 -0.353398371
## Hlil_186      -0.06617195 -3.42700653  2.35116076  1.55309318  1.786913369
## Hlil_188       0.92914611  0.07424899  0.20502648  2.80712588 -0.583718819
## Hlil_189      -0.29204053 -2.67276988  1.10195673 -1.53408814  1.178308063
## Hlil_190      -1.15282131 -3.02543985 -0.69843773  0.13231417 -2.643696653
## Hlil_191      -0.67076367 -0.12702654  0.44975437  3.41228883 -0.203455096
## Hlil_193       1.02516825 -1.34939450 -0.21913939  4.38046431 -2.156771532
## Hlil_196      -3.49437800  1.91910845  0.33012348 -3.61113544 -1.696205107
## Hlil_197      -1.95466517  2.29536816  0.35638523 -1.04245680 -0.370615953
## Hlil_198      -0.23944561 -2.69697122  0.58105480 -0.80257598  0.767294724
## Hlil_199       0.23960421 -0.01780927  0.43222820  1.50591583  2.517140838
## Hlil_200      -1.07487141 -0.77629523 -2.86201169  1.24030295  0.269860961
## Hlil_201      -0.05687506  0.40392544  0.01256901  0.04030858 -0.084358809
## Hlil_202      -1.45444561 -0.75822651 -2.96035238  1.99554033  0.528065638
## Hlil_203       0.08477086  1.40512222 -0.10033087  1.03922807  0.611783056
## Hlil_204      -0.57938808  1.06223134 -0.06213976  0.30968315 -0.583652510
## Hlil_205      -0.25797871  2.59060434  0.77700851 -1.99240478 -0.053252274
## Hlil_206       0.35115339  0.87138261  0.35206051 -1.17474826 -0.302173388
## Hlil_207      -2.81888503  4.28601353  0.45781428  0.12267194  2.472310003
## Hlil_209       0.10524365  1.65911859  1.90923894 -0.01107214 -0.416241481
## Hlil_210       1.20323720  0.72643016 -0.72240295 -0.03057769 -0.006823115
## Hlil_211       0.54551973  1.93493819 -0.60713444  0.93945746  0.339339977
## Hlil_213      -1.20811177 -1.59315399  0.30101609 -1.58120106 -2.371390396
## Hlil_214      -1.66154886 -1.11118061  1.61424083 -1.11613551  1.025558520
## Hlil_216      -1.21763119 -0.79027015  2.71675761 -1.03949426  0.958243297
## Hlil_219      -1.35966766  1.27983143 -0.33723203  0.42512798  1.268237777
## Hlil_220       0.43466923  2.32525270  0.47125919 -3.25537895 -2.926067596
## Hlil_224       0.16356626  1.45131105 -3.58794517  2.86299529  0.070865332
## Hlil_226       0.28419564  0.37033982 -2.51649909 -1.28692417 -1.570228655
## Hlil_231       2.16006886 -1.33570789 -0.71378244 -1.76020962 -1.174584058
## Hlil_233       0.94776350  2.13657132 -0.74330591  0.03590847  0.875626138
## Hlil_235      -0.94167902 -0.17079054 -1.69357596 -1.47065575  1.671494421
## Hlil_242       1.63778343 -1.99772437  2.24990284 -1.36409952  1.583508500
## Hlil_243       0.58009923 -1.74876505 -2.82747615 -0.55374589  1.270415526
## Hlil_244       0.22209509 -0.51387381 -1.43692364 -0.87138239 -1.632876881
## Hlil_245      -2.01031358 -0.88875273 -4.63970823 -1.96494596  1.439679879
## Hlil_246      -0.21302596 -1.28480859 -1.08110784 -0.46958586 -0.217557900
## Hlil_247      -0.61928611 -2.95439366 -0.86334704 -0.45296970 -1.544417888
## Hlil_248      -0.58906440 -0.70192390 -1.50142866  0.23785361  1.224854146
## Hlil_NBG_351   1.19796295  2.23600082 -2.79879548 -2.27891020  1.935484798
## Hlil_NC_167    0.80296637  0.19286929 -0.64439129  0.21874515 -0.059216912
## Hlil_NC_170    0.50780826 -0.08268553  0.17336928 -0.06377275 -0.041125590
## Hlil_NC_171    0.49973811  0.26167680 -0.67429700  0.31013669 -0.038840170
## Hlil_NC_172    0.62657717  0.20662487 -0.79380181  0.08778563 -0.004629765
## Hlil_NTBG_260  1.26629287 -0.56670997 -0.04191042 -1.60494442  2.558144495
## Hlil_W_222    -0.30360133  0.81388040  0.45753332  0.05431078 -0.349764047
## Hlil_W_223     0.25948185 -0.13332384  0.73866032  0.18492612 -0.057183924
##                      PC11         PC12        PC13        PC14         PC15
## Hlil_130       0.66179574 -2.258852013 -0.99560869  0.94297969 -1.198937821
## Hlil_132      -0.95566251 -0.249393992 -2.71793920  0.16756033  0.843174115
## Hlil_135       0.25061230  0.274511301  0.81786451 -0.01032773  0.959822154
## Hlil_137       0.42614745  2.853435941  0.88309035 -1.27936962  2.182983841
## Hlil_143      -1.70309482 -1.147853790 -0.59480811 -1.77035364  1.196018852
## Hlil_145       0.30601724 -0.258921322 -1.87941751 -1.28365218 -0.193598492
## Hlil_146      -0.18415169  2.072206741  0.01773711 -2.16498922 -0.809917011
## Hlil_147       0.94075593  1.762578620  1.47487043 -1.26084141  3.442736816
## Hlil_148       1.51690228 -2.025812289 -1.34172178  0.46766336  0.518343466
## Hlil_150       0.39553002  0.194770551 -1.60436551 -0.31267469 -0.206144113
## Hlil_152      -0.83181718  0.695688260 -1.12002989 -0.67092084  1.958844750
## Hlil_153       0.15703165 -0.455906524  0.41130259  0.99094733 -1.176823505
## Hlil_154       2.54967623 -1.395666211  0.45407710 -0.04104633 -1.560725026
## Hlil_155      -1.85185695  2.291261383  0.30856209  0.68966562 -0.452857971
## Hlil_156       0.04998336  0.260270724 -0.33225218  0.48394492  0.081021483
## Hlil_157       1.04594191  0.506389397 -0.19118555  1.87246170  0.960949568
## Hlil_158      -0.66659118 -0.050873396 -0.36023298 -0.19270780 -0.097919649
## Hlil_159       2.13448138 -1.413730388  1.23285648 -0.47463175  0.097115040
## Hlil_160       0.23894246  0.524613754 -0.30341183 -0.53057460  0.003366867
## Hlil_161       1.40817851 -0.109884319  0.94160067 -0.17357228 -2.045883927
## Hlil_162       0.29519394 -1.982900190  0.32403502  0.27286805 -1.162072291
## Hlil_163      -1.08729876 -0.019817092  3.64019441  0.87569620 -1.240092011
## Hlil_164      -2.16775350 -0.254551352  1.10537059 -1.07660652 -0.901287091
## Hlil_165       1.21223261 -0.676247734  0.52327054 -3.89940183  0.584422947
## Hlil_166       1.61418209  0.654374272  1.63533676  1.20097421 -2.473035180
## Hlil_168       0.02041009 -0.123488884  0.77099255 -0.85633013 -0.073571584
## Hlil_169      -0.27006863  0.195617843  0.48682450 -0.49136869 -0.308705639
## Hlil_173       0.23789792  0.119205349  0.02848317  0.09579598 -0.432012832
## Hlil_174       0.28332917 -0.003664272 -0.27323084  0.11373950 -0.387081616
## Hlil_175      -0.47141797  0.519880896 -0.61826523  0.05302251 -0.380388659
## Hlil_176      -0.01477510 -0.157581868  0.36283530  0.03481386  0.014144089
## Hlil_177      -1.04516792  0.916584129 -0.99278054 -0.55199458  0.297205383
## Hlil_178      -0.58887891  0.299605986  0.06206047 -0.02474361  0.184868970
## Hlil_179      -0.35690461 -2.266632755 -1.74486353 -0.24470342  1.549464370
## Hlil_180      -0.83598286  2.368688470 -0.65345768  0.77000150 -0.730241854
## Hlil_181       0.08630030 -0.668562789 -0.34382380 -0.29151572 -0.429899165
## Hlil_182      -0.05365704  0.470969401  0.68557222 -1.34316756  0.695684770
## Hlil_183      -1.69032899 -0.339262989  1.65097481  0.19733435  0.201491080
## Hlil_184      -0.33250580 -0.569231170  1.35572086 -0.54836478  0.938783524
## Hlil_185      -1.02737706  1.932663811  1.46892072  0.59823191  2.284969365
## Hlil_186      -0.28271079 -0.987678533 -0.29738986  2.32086768 -1.979057600
## Hlil_188      -1.16404604  0.268436136 -0.19792910 -0.49085818  1.192683555
## Hlil_189       0.69476966 -0.698524489  1.32593579  0.83461975  0.316822174
## Hlil_190       0.38189476  1.812226089  0.22901237 -0.29722892  0.015606934
## Hlil_191      -0.91354661 -0.169027396  3.03148500 -0.68418134  0.788339180
## Hlil_193      -2.21833133  2.072568967 -1.49028805  0.40890211 -2.574046254
## Hlil_196      -1.18332586 -1.506163242  0.66912593 -0.54131493 -0.578232145
## Hlil_197      -1.00588771 -1.400001916 -1.76994240  0.92521788  0.585949643
## Hlil_198       0.39174669 -0.948579582 -2.78001637  3.36052853  0.864279570
## Hlil_199       0.95531602 -1.720239853  0.32975269 -1.17626905 -2.775370925
## Hlil_200       0.48417936 -0.928900760  1.59424885 -0.34965689  0.454581153
## Hlil_201       1.38763882 -0.700380938 -0.03119475 -0.17581252 -0.600564845
## Hlil_202      -0.72506347  0.550358645 -1.79164351  0.28001583  2.716860010
## Hlil_203      -3.17678492  0.137941199 -1.31618896 -0.11055928  1.417112679
## Hlil_204       1.15584061 -0.156342095  0.58949164 -0.77232104  1.248703080
## Hlil_205      -2.63809271 -1.950163618 -2.00600889 -0.77877915 -2.430208715
## Hlil_206       0.95475250  0.207028688  0.94892523 -0.11611616  0.524153420
## Hlil_207       2.26139324  1.427619446 -0.24631259  0.79125008  0.442624140
## Hlil_209       1.72589559  1.378590772 -0.38686937  1.04921492 -1.047004819
## Hlil_210       4.00029793  0.718474421 -0.38763723  0.84167753  0.916077742
## Hlil_211       1.86966724  1.711289135 -0.22372456  0.52488329  0.269053807
## Hlil_213       1.17714794 -0.178551488  0.17480990  2.25319301  1.008403597
## Hlil_214       2.86163535  0.922654604  0.62746453  0.24835881 -1.599977292
## Hlil_216       0.50803652  1.207083539  0.17475378 -1.24497854  0.715227022
## Hlil_219      -0.25439603 -1.977102782  1.05347025  1.50620949  0.436418281
## Hlil_220       1.32470742 -2.112653607  0.43453769 -0.02949299 -0.619057272
## Hlil_224       1.34978366 -0.377066361 -0.86497921 -0.55048716  0.592558003
## Hlil_226       2.15222637  2.196029294 -1.33689941 -0.40587331 -1.001704216
## Hlil_231       1.93984413  0.926976065 -2.56512158  0.65259994  1.218957960
## Hlil_233      -0.98290834  0.282567478 -2.27040000 -2.31124684  0.658168813
## Hlil_235      -1.02423731  2.598083083 -2.63296734  0.92153325 -3.108332423
## Hlil_242      -0.15924206 -2.778063412  0.83029319 -0.54252418  0.869441691
## Hlil_243      -1.92714849  2.126951755  0.39704835  1.78175439 -0.884068366
## Hlil_244      -1.89744219 -1.780260759 -0.05889827  1.48642501  0.033723086
## Hlil_245      -0.66731731 -1.228181855  0.50073534 -4.80632860 -1.428081101
## Hlil_246      -1.55995937 -0.506661860  0.09111234  0.18939942  0.062074588
## Hlil_247      -0.17137801 -2.309952167 -0.56401906 -0.49007485  0.915309825
## Hlil_248      -0.79118617 -0.916078945 -1.19899452  1.86536628  0.052416675
## Hlil_NBG_351  -2.21394891 -0.359959922  4.10391736  4.13532896  1.615569654
## Hlil_NC_167   -0.13979834 -0.227865276  0.16168736 -0.13092539  0.056328283
## Hlil_NC_170   -0.21561033  0.050394315  0.24034147  0.34410855  0.070964019
## Hlil_NC_171   -0.10829295 -0.117562785  0.02358413 -0.04070240 -0.002062609
## Hlil_NC_172   -0.07955989 -0.220331868  0.24764549  0.06977552 -0.046636693
## Hlil_NTBG_260 -1.50249647  2.495305925  1.92915352 -1.13474265 -2.921824225
## Hlil_W_222    -0.72514307  0.660928012 -0.28062829  0.35789486  0.853687169
## Hlil_W_223     0.45482982  0.020306452  0.41436272 -0.30249277 -0.050082270
##                      PC16         PC17        PC18        PC19         PC20
## Hlil_130      -2.79658206  0.127122293 -1.28748453  1.21035460  3.258477823
## Hlil_132       0.76268290  1.047468021 -2.24508835  0.51367722 -0.320756052
## Hlil_135      -0.69628413 -0.422314937 -1.23201975  0.80470254  1.129102563
## Hlil_137      -2.25141955  0.647548986 -0.61478053  0.59925894  0.873512054
## Hlil_143      -0.31650234  0.004255389 -2.66006161  0.87946504  0.533945107
## Hlil_145      -1.36059349  0.529233155 -2.76826749 -0.96079670  0.881777340
## Hlil_146      -0.35061358 -1.405759536 -0.01550469 -0.39643444  0.377464171
## Hlil_147       1.51469881 -0.158901288  0.25627348  0.64173292  0.240228316
## Hlil_148      -1.38469546  1.334956059 -1.07961183  0.35319225  0.191286760
## Hlil_150       2.23519490 -0.170950755 -1.90023088  0.90903106  1.066841605
## Hlil_152       0.75795782  0.161382528  0.62823921  0.46269521  0.143841101
## Hlil_153       0.79534204  0.206801858  0.55077091 -0.58448937 -0.436104664
## Hlil_154      -0.25505037 -2.044037907  1.23405133 -0.49514806  0.313103118
## Hlil_155       1.24919998  0.356206385 -0.70005543  0.86068408  0.144364633
## Hlil_156       0.29437868  0.074934985 -0.05984992  0.07575180  0.287833929
## Hlil_157       0.73772051  0.240195754  0.88290680  1.26959144  0.335539435
## Hlil_158       0.74591156  0.086996745  0.82548943  0.03531488  0.087583845
## Hlil_159      -0.73576862  0.236141282 -0.88044082 -0.03912298  0.026923636
## Hlil_160      -1.22513857 -0.157143270  2.01279039  1.22288478  0.001387255
## Hlil_161      -0.47860384 -0.269166219  0.48728185 -2.00583247 -0.326878478
## Hlil_162      -1.35169543  1.261302164 -1.17542421 -0.78479744  1.017577526
## Hlil_163      -2.84284040 -1.230355298 -0.50714255  1.31069480 -1.598123464
## Hlil_164      -0.77571329 -0.136995247  0.10389293  2.18047593 -0.422189078
## Hlil_165       0.85390419 -2.663828553  2.74421429  0.66977497  1.367827976
## Hlil_166       2.31974380 -0.274252240 -2.45383285  0.23824882 -1.714681392
## Hlil_168       1.18368451 -0.110450390 -0.93362127  0.04291237  1.259905977
## Hlil_169       0.63898445 -0.001267042 -0.14503897  0.39719539  0.973402007
## Hlil_173       0.33006148 -0.190199499  0.29199820  0.08497021  0.070904754
## Hlil_174       0.23938342 -0.080681866  0.24177152  0.02474807  0.187113444
## Hlil_175      -0.17221270 -0.332678263 -0.07004923  0.56218945  0.508794290
## Hlil_176       0.42772731  0.122883859 -0.39473764 -0.16315779 -0.503056748
## Hlil_177      -0.37317270  1.047592543  1.81552761 -0.62924017 -1.510674532
## Hlil_178       0.06206475  0.207544722 -0.54000566  0.28311575  0.099437951
## Hlil_179      -1.96157614 -2.161601764  0.14348860  1.35941075 -2.769260760
## Hlil_180       1.38618760  2.558401913  0.68236383  2.78424430  1.849603851
## Hlil_181       0.05506928  0.616899063  1.52100938 -0.04375659 -0.543063491
## Hlil_182      -0.09920526  1.342363029  3.02124654 -0.48713192 -1.090872252
## Hlil_183      -0.62656668  0.377044963 -0.45097342 -0.34357516 -0.591080287
## Hlil_184       0.66920636 -0.682658562  1.43682959  0.35404762  0.304843475
## Hlil_185       1.38951905  0.912786576 -0.65392404 -0.90147547 -1.769176409
## Hlil_186       1.30048168  1.510118137  1.10874926 -1.52293956 -1.061387458
## Hlil_188      -0.82836657  2.271864563  1.05527976 -2.72181053  1.669024684
## Hlil_189       0.34500113 -0.410442597  0.54546279  0.48043945 -0.079378827
## Hlil_190      -0.60041484  0.194357022 -0.29032333  0.71317045 -1.037963105
## Hlil_191       1.68508315 -0.505394657 -1.21051908 -3.95139455  0.644524238
## Hlil_193       0.37349877 -1.388714916 -1.27525279  0.56662947  0.042791564
## Hlil_196       2.17371837 -1.560631419  0.38160460  0.02108148  0.671322947
## Hlil_197       2.32821318 -1.724170107 -0.04799196 -0.74618855  0.338432621
## Hlil_198      -0.44193147 -2.547326502  1.07990268 -1.49485379 -0.235505275
## Hlil_199       1.14312095  1.871469307  2.16722076  2.11847437  1.393579910
## Hlil_200      -0.85553293  0.011348663  1.26374784  1.26845002  0.891045778
## Hlil_201       0.48574826 -0.856286074  0.67238587 -1.04569041 -0.424925678
## Hlil_202       0.82817452 -0.823403702  0.10710442 -1.12027482  0.982509870
## Hlil_203      -1.06640667  1.219010470  1.09407703 -2.22369657 -0.726148942
## Hlil_204      -0.03905795 -1.405634206 -0.75810461  3.07933841 -0.998141103
## Hlil_205      -0.53220736  1.379212476  1.21966661 -0.74961878 -0.214656304
## Hlil_206      -0.27050306 -1.218738346 -0.38577885 -0.19666690  0.608244682
## Hlil_207      -0.39874714  0.076689771  1.49225050  0.12982699  0.499564743
## Hlil_209      -2.70633214  0.529342813  0.80968718  1.60992109 -3.588985525
## Hlil_210      -1.70734291  2.571492812  0.09128775 -1.77954148  2.810404189
## Hlil_211      -0.33676362  1.950474463 -0.01819771 -0.86390287 -0.125785019
## Hlil_213       0.68362528  0.186371364 -0.13178174  1.74129394  2.186756811
## Hlil_214       0.54921474  1.832554416 -0.72999218 -0.89965091 -2.699496877
## Hlil_216      -2.70961524 -0.939932629 -0.36156437 -2.17812574 -0.324641895
## Hlil_219       0.41199462  0.377445799  0.33845152  0.51840369 -2.695193745
## Hlil_220       0.80036120  0.547888699 -0.51146128 -1.86574710  1.229909829
## Hlil_224       1.64980917 -2.213047780 -1.00441509  0.19440449 -0.610658685
## Hlil_226       2.22588555  0.302146342 -2.24953872 -0.40320928 -1.761439225
## Hlil_231      -1.09932336 -2.710408872  0.75142057 -0.96532040 -0.697420492
## Hlil_233      -0.08382218  1.645321657  0.88832613 -0.59258606 -2.438456197
## Hlil_235      -1.61565899 -1.501541462  0.30904881 -0.85664376  1.041910303
## Hlil_242      -0.37381440 -1.234202241  0.28910380 -0.57366836 -0.741975704
## Hlil_243      -1.81393334 -0.786237551  0.70297327  1.63378535  1.204277981
## Hlil_244      -1.17041473  0.183739194 -0.40730746  0.01476331  0.292088535
## Hlil_245      -1.40756340  1.235654132 -3.19864981 -0.22369641 -0.703578686
## Hlil_246      -0.39559102 -1.395686159  0.07572364 -0.23367706  0.397009938
## Hlil_247       1.78050034  3.379064431  2.10346972  1.71805276 -0.445481549
## Hlil_248       1.63169679 -0.520590794 -0.86029984  0.38998947 -0.006620991
## Hlil_NBG_351  -1.05336273  0.585732345 -0.87475837 -1.01041883  0.190105740
## Hlil_NC_167    0.43272389  0.019828843 -0.34838385  0.04807601 -0.420132020
## Hlil_NC_170    0.33939797 -0.310145601 -0.55845833  0.38505682 -0.378162786
## Hlil_NC_171    0.48827207  0.059276214 -0.32462041 -0.11181776 -0.535137883
## Hlil_NC_172    0.55176355  0.126661865 -0.40716423 -0.16605013 -0.462764863
## Hlil_NTBG_260  0.93987847 -1.601712220  2.05548779 -1.52180150  1.529069104
## Hlil_W_222    -0.20324532  0.790756034 -0.92998238  1.22445273  0.735127640
## Hlil_W_223    -0.03260106 -0.210393633  0.17011384 -0.13202481  0.119631393
##                       PC21         PC22         PC23         PC24        PC25
## Hlil_130       0.241788680  0.664282261 -1.374016893  0.142020725  1.40638879
## Hlil_132       0.163243152  0.703271638 -0.286311803 -1.526460106 -1.56461612
## Hlil_135      -0.896096408  0.440653718  1.796034403  0.501111506  0.47767916
## Hlil_137       1.127929220  0.621173085 -4.503440590 -0.400110721 -2.02425426
## Hlil_143      -0.218481971 -0.033711707 -0.594751629  2.981656305  1.75576882
## Hlil_145       0.298161990 -1.902660507  1.954702201 -1.387284850 -1.43330776
## Hlil_146      -1.934008307  0.623429399  0.285258506 -0.587591723  0.72494658
## Hlil_147       0.072905842 -1.749725427  1.206021949  0.566729086  0.31661819
## Hlil_148      -0.810054329  1.097225755 -0.322251751 -0.515484183 -1.52417014
## Hlil_150      -0.342883774 -0.433607838 -0.807212121  1.168283829 -0.58008088
## Hlil_152       1.410033793  0.459443312 -0.001842929  0.405321746  0.76809097
## Hlil_153       1.963139363  0.950803188  0.682424879  1.389707183  0.95698507
## Hlil_154       0.048054048  0.883189143  1.811114216 -0.547469723  0.03181608
## Hlil_155      -0.957522921  0.441918574  0.130104340 -0.941579442  0.92120214
## Hlil_156       0.427158834 -0.107541086 -0.224522602  0.154283930  1.36260501
## Hlil_157       1.011224539  1.808809089 -0.245216963 -0.017656599  1.75461965
## Hlil_158       0.722897287  0.333821095  0.275400653  1.244922609  1.63150661
## Hlil_159      -2.482063615  0.904765357 -0.278687396  0.102384373 -0.23385764
## Hlil_160      -0.344910076 -0.014499224  0.175173518 -2.325021193 -0.65975416
## Hlil_161       1.405783401 -0.733975483  0.814961979  0.618943583 -1.53303793
## Hlil_162      -2.387256490  2.141506847  0.044321840 -0.619211105 -1.32679297
## Hlil_163      -1.217780431 -0.186320818 -0.255758190  1.209697383 -0.06645356
## Hlil_164       3.986717589  0.280455698 -0.289016881 -0.612880947 -0.22107025
## Hlil_165       2.187244291  0.975043146 -0.289272152  2.126552248 -0.38537046
## Hlil_166      -0.688907683 -1.169510369 -0.655156832 -0.724180781 -0.38806490
## Hlil_168      -0.316881889  0.531284082  1.240685269  0.082581166  0.79574253
## Hlil_169       0.521800250  0.445448794  0.749533650 -0.393160134  0.52756217
## Hlil_173       0.217473044 -0.769631025  0.015293103 -0.398565685 -0.32977333
## Hlil_174       0.259735253 -0.664218547 -0.066995309 -0.382842825  0.03089386
## Hlil_175      -0.660238673 -0.434887217 -0.383948544 -0.593341743  0.04826731
## Hlil_176      -0.551279509 -0.183130037  0.041303076  0.549294579 -0.04060883
## Hlil_177       0.119111764  0.960558939 -0.510771644 -0.094427650  0.21103614
## Hlil_178      -0.516659401 -0.143121574  0.053508858  0.282507163  0.28056032
## Hlil_179       0.039323911 -0.984917418 -0.791597813 -1.804917934  0.97082159
## Hlil_180       0.026390547 -0.144991642  0.666482283 -0.048946973 -1.20704516
## Hlil_181      -1.005551099 -0.036557354 -2.360810122 -0.041359437  0.34527600
## Hlil_182      -2.732693263  1.480702904 -1.037009263 -0.546350408  0.16940830
## Hlil_183      -0.352893954 -2.899608960 -0.017860426  0.100423459  1.17534621
## Hlil_184      -1.327759586  0.543862205  1.209135200 -0.003114515 -1.21112643
## Hlil_185       0.737900753  1.043669063 -0.670705901 -0.550590729  0.14217245
## Hlil_186      -0.126148279  1.230787520  0.281276403  1.038819012  1.82656561
## Hlil_188       0.687314156 -1.660736107 -0.357460124 -1.977598310  1.46457098
## Hlil_189      -1.248240002 -0.870701408 -0.028034813 -0.006959839  1.96726301
## Hlil_190       1.176684623  1.047824177  0.903034921 -0.133026896 -1.59808832
## Hlil_191       0.106127422  0.803047416  0.678631767 -0.341724620 -0.73588282
## Hlil_193      -0.155267579  0.399837809 -1.491267308  0.674793357 -0.12726136
## Hlil_196      -1.592115036 -0.952760599 -1.453587068 -1.050635483 -1.56345535
## Hlil_197      -0.675348558 -0.458182089 -0.230482306 -1.185653986 -0.68790552
## Hlil_198       2.251315577  0.657039333 -0.801860662 -1.193755152  0.55540843
## Hlil_199      -0.331343284 -1.674372306  0.573121906  1.218953008  0.25048461
## Hlil_200       0.924055183 -1.495929692  1.223289334  0.602889464 -1.02304675
## Hlil_201      -0.319341821 -1.937671798 -3.513810455  0.662723990  1.03373900
## Hlil_202      -0.031040784  0.449330549 -0.814504318  0.981528951 -0.13714602
## Hlil_203      -0.707547353 -3.200109159  1.251128890  1.049059120  0.26029909
## Hlil_204       1.660153161 -0.942867983 -0.087971095  0.858229798 -0.73645926
## Hlil_205       1.635216527  0.057119299  0.357659103 -0.321616841 -0.57731877
## Hlil_206      -1.001730659 -0.191538338  1.255314773 -0.630003402  0.85934159
## Hlil_207       0.549187703  1.355452848 -0.721606086 -0.420764577  0.48287564
## Hlil_209      -0.945601118  0.361385603 -0.145755306  0.098363116 -0.53269352
## Hlil_210       2.072643503 -1.150593139 -0.602410913 -0.492293331 -0.40869654
## Hlil_211      -1.060041602 -0.394870496  0.183044385 -0.228006404  0.82450877
## Hlil_213      -0.213471037 -0.059650095  0.420496602 -0.686623271  2.15362830
## Hlil_214       1.984133776 -0.435089415  0.718055850  0.162008492 -0.61138291
## Hlil_216      -0.435711815 -2.034937220  1.040442668  1.616831475 -1.81883974
## Hlil_219       2.503578676 -1.671218749  1.490622946 -1.587196441  0.33054541
## Hlil_220      -0.417056902  0.349183435 -0.571479717 -0.148198673 -0.31096794
## Hlil_224      -0.189226665 -0.324271781 -0.406528828 -1.094175590 -1.68513320
## Hlil_226      -0.007608066 -1.116793396 -1.078138389  0.134672201  1.08642948
## Hlil_231      -1.415196137  0.938575936  2.381673789  1.583026886  1.93644182
## Hlil_233      -1.090784773  2.451645412  1.016586076  0.201798697 -0.18981980
## Hlil_235      -0.028436900  0.007515483  0.055163330  3.798232327 -1.45082734
## Hlil_242      -0.285913537  1.825080695 -0.723208676 -1.135076802 -1.27493983
## Hlil_243      -1.897313169 -1.476644453  0.410178212 -2.686328671  0.85266893
## Hlil_244       0.398909872 -0.553496278  0.080089452  0.212467441 -0.27786510
## Hlil_245       1.463758932  1.793231213 -0.250363578 -0.979180748  3.59215124
## Hlil_246       0.046562894 -1.269557600 -0.185056408  0.081303570 -0.19808022
## Hlil_247      -1.531989436 -0.729747962 -0.652713566  1.704692700 -1.70593360
## Hlil_248       0.574739850  0.636175680  0.418687531  0.122095348 -1.94201790
## Hlil_NBG_351   0.756619731  2.094557340 -1.045295467  2.472769875 -0.81334276
## Hlil_NC_167   -0.485465165  0.113403025  0.092652660  0.625888787  0.08646925
## Hlil_NC_170   -0.518072168 -0.045566633 -0.020226086  0.223546796  0.28463293
## Hlil_NC_171   -0.201112032 -0.045408937  0.173419575  0.650094424  0.01527507
## Hlil_NC_172   -0.226411482 -0.149925554  0.086082701  0.592965575  0.04934180
## Hlil_NTBG_260  0.954244109  1.068269207 -0.305400203 -2.521883322 -0.22811243
## Hlil_W_222     0.276495239  2.014610270  3.915210195 -0.879235942 -1.19822271
## Hlil_W_223    -0.128299746 -0.554132122 -0.703003868 -0.231687577 -0.15513042
##                        PC26         PC27         PC28         PC29         PC30
## Hlil_130      -7.365209e-01  0.234583632 -2.101679232  1.162462669  0.844803497
## Hlil_132      -1.797566e+00  0.290564970  1.510375583 -0.435839454 -1.134866035
## Hlil_135      -5.723412e-01  1.691259882  1.291127309  0.053722843  0.967604658
## Hlil_137      -1.262634e-01 -0.405291583  1.985766936  0.015248961 -0.486145034
## Hlil_143       2.733647e-01  0.918623635  0.152299499 -0.003730899 -0.318696313
## Hlil_145       2.739170e+00 -2.300812982 -1.300141622  1.913988223  0.840194825
## Hlil_146      -1.196382e+00 -1.787204463 -0.271975742  0.490335066 -1.248118646
## Hlil_147       2.943806e-01  0.324102990 -1.031609200  0.733227948  0.270025499
## Hlil_148      -1.229482e+00 -0.704954664  2.367238747 -0.700476225  1.434737844
## Hlil_150      -6.006347e-02  1.114073393  1.517640413  0.712338566 -0.790318468
## Hlil_152       2.724350e+00 -0.680433327 -0.069988238 -0.319023507 -0.698990408
## Hlil_153       1.174507e+00  1.184504068  0.423264237  0.708135270 -0.451161790
## Hlil_154       1.478344e+00 -1.046617739  0.652570321 -1.169276760 -0.634794378
## Hlil_155      -1.388622e-01  0.573142211 -1.324582969 -1.832105386 -1.335557705
## Hlil_156       4.236802e-01 -0.316153329  0.316227736 -0.263236862  0.572795544
## Hlil_157      -9.149001e-01 -1.163629431 -0.757299051 -1.544682096  0.400130699
## Hlil_158       3.113215e-01 -0.008640066 -0.270626855 -0.002786359  0.675061733
## Hlil_159       2.006164e-01  0.920948658 -0.462036742 -0.970319148  0.899075073
## Hlil_160       8.204838e-01 -0.152920617 -0.803548396 -1.141338949 -0.776600505
## Hlil_161      -1.274723e+00 -0.885212284 -0.140493038 -0.997319777  1.058964911
## Hlil_162       2.044976e+00  2.426592997  0.422702627  0.531954196  0.007136273
## Hlil_163      -2.597266e+00 -0.882148367  0.020207916  2.583435619 -0.638899149
## Hlil_164       2.209987e+00 -0.735803525  0.761268999 -0.573651358  0.616771175
## Hlil_165      -2.316354e-01 -0.620151182 -0.845480248  1.468429465 -0.089757715
## Hlil_166       1.711770e-01 -0.676973500 -0.744162435  0.241712737  0.101192940
## Hlil_168       4.786091e-02  1.381659410  0.611160582 -0.412069605  0.965053158
## Hlil_169      -2.875506e-01  1.029331705  0.258505090 -0.231160369  0.358659001
## Hlil_173      -4.082460e-01  0.085741275 -0.137581421 -0.188897616  0.082849889
## Hlil_174      -1.438994e-01  0.115589607 -0.007370126  0.055017055  0.181173036
## Hlil_175      -2.354421e-01  0.229139877 -0.104426958 -0.187250457 -0.150129685
## Hlil_176      -1.024288e-01  0.151607543  0.207834996 -0.221118120 -0.375135835
## Hlil_177      -8.890294e-02  1.359068282  0.428476358 -0.212345650 -1.041565275
## Hlil_178       2.648135e-01  0.212736910  0.110671555 -0.442322689 -0.374961098
## Hlil_179      -6.194556e-01 -0.018415803 -1.257435128 -1.027894088 -1.139278429
## Hlil_180      -1.018351e+00 -0.803312860 -2.288924568 -0.471326261  2.133640180
## Hlil_181       4.212910e-01  0.258237979 -0.892066311 -0.386711633 -0.217274359
## Hlil_182      -4.583293e-01 -0.222046752  0.908223690 -0.061184083  1.412469804
## Hlil_183      -5.783094e-01 -0.154492419  0.962332491  1.713046346 -1.659916216
## Hlil_184       6.726762e-01  0.472894965  0.427198290 -1.003581200  0.745551167
## Hlil_185       2.156735e+00 -0.202956629  0.004397334  0.732914837  2.550005894
## Hlil_186       6.209955e-01 -0.598049270  0.738474675  0.738225487 -1.449427731
## Hlil_188      -4.332423e-01 -0.195152181  1.445142477 -1.772797955 -0.655668531
## Hlil_189       2.235368e+00  0.298241489 -1.426370994  0.083677556 -1.263264349
## Hlil_190       9.784886e-01  2.293137382 -2.590067537  0.542739584 -0.017439387
## Hlil_191      -1.773321e+00  0.700924310 -1.634328334 -0.598039852 -0.985508720
## Hlil_193       6.024952e-01 -0.692699981  1.261024540  1.486122430  1.268830374
## Hlil_196       1.199882e+00 -0.500547737  2.011999886  1.430719882  1.298147673
## Hlil_197      -6.983908e-01 -0.277981633 -1.268231218 -1.336315667  0.463060778
## Hlil_198      -5.033576e-01 -0.170362976  0.670236447  0.020006437 -1.489766936
## Hlil_199       1.176214e-01 -3.665862849  1.741140339 -0.851050147  0.353921605
## Hlil_200      -1.418017e-02  1.343155163 -0.438716478  0.104480548 -1.850175700
## Hlil_201       5.960189e-01  1.650220305 -1.154450934 -0.292561330  1.986595544
## Hlil_202      -3.072001e+00 -0.957299274  0.025456746  0.475897303  0.797419976
## Hlil_203       3.243213e-01 -0.932775817  0.018891665  0.498163405  0.752387148
## Hlil_204      -2.508080e-01  1.732180740  1.803410018 -1.824863382 -0.106443736
## Hlil_205      -2.816560e-01  1.895687368 -1.205234110 -0.635554407  1.165025422
## Hlil_206      -2.832904e-01  0.519276448 -0.595581054 -1.104682308  0.079854679
## Hlil_207      -5.061258e-01 -0.288652655 -0.149413531  4.523327567 -0.997857928
## Hlil_209       8.702731e-02 -0.399054139 -0.520467339 -1.486173901 -0.137112658
## Hlil_210       1.039018e+00  0.489412197 -0.597496360  0.901859482 -0.603598747
## Hlil_211       2.615228e-01  0.876372477  0.973440710 -1.109872978  0.921791160
## Hlil_213      -1.711676e+00 -0.885749678 -0.651494960 -0.575764093  1.343817719
## Hlil_214      -2.441177e+00 -0.045019230  0.162956161  0.730177748  1.662944927
## Hlil_216      -5.822599e-01 -0.393695303 -0.667583647 -1.150049520 -0.176033594
## Hlil_219      -7.504298e-01  1.720445428  1.890034078  1.211658495  1.403959043
## Hlil_220       9.747312e-01 -0.010922502  0.945224036  0.348562704 -1.423648886
## Hlil_224       1.735522e+00 -0.179471538  0.896200602 -0.469908531 -0.037439881
## Hlil_226       6.193790e-01 -1.980116596 -0.667035270 -0.474695029 -2.394373266
## Hlil_231       2.676891e-01  0.481873969  1.931688244  1.008255397  1.636161788
## Hlil_233       7.479994e-01 -0.709586953 -0.977189837  1.670894536  0.803121629
## Hlil_235       4.248525e-01  0.984406813  0.019584299 -1.963877251 -0.672949588
## Hlil_242       8.592250e-02 -2.428193940 -1.772076136  0.070891842  0.274718549
## Hlil_243       1.250233e+00  1.013698853  0.164741523  1.502892973  0.103686410
## Hlil_244      -4.040709e-01 -0.298814376 -0.004104723  0.573932195 -0.429053496
## Hlil_245      -9.559844e-01 -0.291037877 -0.276184102 -0.581051860  0.049851205
## Hlil_246      -6.679849e-01 -1.464029389 -0.324544198 -0.446476986  1.702424374
## Hlil_247      -1.045175e+00  0.948352514 -0.376241145  0.745908283 -2.455275454
## Hlil_248      -8.329268e-01  0.950112562 -2.258866266  1.464184126  0.069654942
## Hlil_NBG_351   1.738605e+00 -2.177284548  0.032081434 -1.533629174  0.118212996
## Hlil_NC_167   -4.568618e-02  0.294612341  0.149988823  0.025444553 -0.384620679
## Hlil_NC_170   -2.316560e-01  0.155352338  0.175160393 -0.267879429 -0.683745282
## Hlil_NC_171    1.024133e-01  0.277163488  0.129264855 -0.113779663 -0.368554882
## Hlil_NC_172   -1.140797e-05  0.230339201  0.029705054 -0.056950403 -0.240185863
## Hlil_NTBG_260 -1.387762e+00  1.281414272  1.150792776  0.147329297 -0.600092253
## Hlil_W_222    -3.906627e-01 -1.879151518  1.291738203  0.131899596 -2.264712006
## Hlil_W_223    -3.590835e-01  0.078899837 -0.630762242 -0.107598809 -0.124368149
##                      PC31        PC32         PC33         PC34        PC35
## Hlil_130       0.58187294 -1.36534521 -0.526960698  0.905138757  0.68344347
## Hlil_132      -0.95097477 -1.73528105  1.116562448 -0.800806159 -0.87656255
## Hlil_135       1.52830267 -0.87412819  0.033715024  1.005652901 -1.99441196
## Hlil_137      -0.52322927 -1.02357639 -0.580238742 -0.368335447 -0.18949795
## Hlil_143      -0.92656007  2.08895334  1.480097831 -0.063995555  0.77770696
## Hlil_145      -1.05372463  0.58240042 -0.391014137  1.745689596 -0.98706877
## Hlil_146      -0.56428875  0.58794615  2.622201928 -1.152919457  1.75337478
## Hlil_147       2.44189070  1.04356964  0.457408022 -1.605954317 -1.11442066
## Hlil_148      -1.32867250  0.46576590  1.760858579  1.195400590 -2.63706385
## Hlil_150       0.88319831 -1.51070910 -1.193906601 -0.094678644  1.94647705
## Hlil_152       1.07493332 -1.26465317  1.097010525  0.455543328 -1.02265245
## Hlil_153       1.09309768  0.22387338 -2.937781081  0.191014587 -0.06005277
## Hlil_154      -2.06147512 -0.78281181  1.502889702 -1.156839742  0.69196054
## Hlil_155      -0.03938025 -0.41550137 -0.152756144  2.023243037  0.60256607
## Hlil_156       0.77628508 -1.07727549  0.051432050 -0.381251231  0.03202122
## Hlil_157      -1.82451399 -1.62794256 -0.560802666 -1.233813346 -1.35492170
## Hlil_158      -0.34187185  0.29320094 -1.505266844 -0.408899531 -0.11607346
## Hlil_159       1.32773269  1.04967041 -0.054426580  0.847748924  0.84338042
## Hlil_160       1.30729115 -0.79571534  0.025249807  1.482550736 -0.71414310
## Hlil_161       1.54852695  0.33404335 -1.126053887 -0.389219881  0.15150110
## Hlil_162       0.15543204  0.91197732  0.226961733 -0.881417988  1.64815879
## Hlil_163       1.43124642 -0.84922084  0.186142721  0.376118951 -0.20742450
## Hlil_164      -0.90502923 -0.78720978  1.891887172  0.865237448  0.36445713
## Hlil_165      -0.47807905  1.71542694 -0.166470454  1.120607180 -1.19085548
## Hlil_166      -1.49858788  0.38178728 -0.793171921 -1.935193411 -1.58709175
## Hlil_168      -0.46575075  0.59902238  0.588711071  0.094370187 -0.23733188
## Hlil_169      -0.64722222  0.36876168  0.816144855  0.125292799 -0.16000782
## Hlil_173      -0.34266097  0.15219487 -0.158953929 -0.612282772  0.16387248
## Hlil_174      -0.40503475  0.01385588 -0.234921030 -0.458264508  0.04809726
## Hlil_175      -0.30503432 -0.29460001 -0.092495249  0.057390260  0.15927538
## Hlil_176      -0.17385087  0.07593814 -0.296261016 -0.555960335  0.04961406
## Hlil_177       0.07657098  1.74738968 -0.006590772  0.701929269 -0.58629448
## Hlil_178       0.07947381 -0.22503313  0.089988627 -0.314295367 -0.14435635
## Hlil_179       0.05636451  0.91415232 -0.673029190 -0.899589886 -0.11569937
## Hlil_180      -1.86996682  1.58215636 -1.105898643  1.577835683  2.57006114
## Hlil_181       0.65155216 -0.01079575 -0.771763814  1.126207657 -0.87923822
## Hlil_182      -2.11885000  1.28803823 -1.311363542  0.777408665 -0.09341266
## Hlil_183      -2.02515759 -1.84845839 -1.073886870  3.072533663  0.21604640
## Hlil_184      -0.62655909  0.16946425 -0.395963339  1.358942669 -0.30836492
## Hlil_185       0.13763383  0.31525384 -0.566947384  0.421261214  0.30560144
## Hlil_186      -0.24797827  0.93459551  0.688639497  0.642259772  0.20329015
## Hlil_188       0.63971213  2.28286881 -0.344647943 -1.628237989  1.82918172
## Hlil_189      -0.88749404 -1.70700948 -0.814710916 -1.999515579 -1.80853646
## Hlil_190       0.02013730 -0.74737884  0.930146563 -2.154657654  0.85267644
## Hlil_191      -1.57835727 -0.81619771  0.463451941  1.169149473 -0.56039351
## Hlil_193       2.12713204  1.28018304 -0.307695422 -0.698749073 -1.64436971
## Hlil_196       0.91355348  0.61744991 -0.147978218 -1.359834475  0.32347809
## Hlil_197       1.83995189 -0.83391913 -0.291171676  1.959606747 -0.62378670
## Hlil_198       0.03445121  1.52818347  0.432758820  0.433316354  0.03700820
## Hlil_199       0.76035605 -1.38585257  1.107060465 -0.529095741 -0.26623725
## Hlil_200      -0.73812560 -0.49560442  1.376692987  0.673301407  0.70323246
## Hlil_201      -0.70429412 -0.82181215  1.847218476  0.515345185  0.48453645
## Hlil_202      -0.56931180 -1.35001604 -0.168228052 -1.439145245  0.12927031
## Hlil_203       0.86135384  0.08641182  1.439937541  0.542632017  0.17594014
## Hlil_204      -0.83698034  0.36959372 -1.350144968 -0.293299890  1.74694125
## Hlil_205       0.44927229 -0.17032419  0.940308151 -1.977089308 -1.33774037
## Hlil_206       0.91940752 -0.23398948 -0.107294030  0.001434029 -0.45243525
## Hlil_207      -1.01492544  1.71947218  0.359160745  0.284061375 -1.08982340
## Hlil_209       1.08134178  1.18040424  1.216769108  0.605799253  0.60719051
## Hlil_210       0.98979574 -0.81091413 -0.391617714 -0.268015869  0.87096025
## Hlil_211       0.34606415 -1.47882618 -0.355524764  0.446580697 -1.85900306
## Hlil_213       0.84898988  1.83272997  0.623203163  0.036557233 -0.52673996
## Hlil_214       0.81080961 -0.32829323  0.818674548  0.181529947  0.71893452
## Hlil_216      -0.63653018  0.75130911 -0.414749896 -0.771698645 -1.42365013
## Hlil_219      -1.04942544  0.25617613 -0.961439665  0.537664846  0.14617217
## Hlil_220      -1.51257655  0.66259813 -0.475955068 -0.096585605 -0.01265063
## Hlil_224       1.04956217  0.50421397  0.346551055  1.367904315  0.24934910
## Hlil_226       0.32977755  0.48005593  0.521167547  1.030437081  1.25769548
## Hlil_231       0.37950376 -1.66853180  0.674248328  0.542378527  2.48677007
## Hlil_233      -0.74964554 -2.89079939 -0.345136784 -0.746694014  0.82077795
## Hlil_235      -1.17111216  0.17590157 -2.083653889  0.608577090 -1.21014175
## Hlil_242       1.08553433 -0.69507623 -2.688901035 -0.001109601  1.33213924
## Hlil_243      -0.97171134  0.41072163 -0.176472008 -1.227035493 -0.51333585
## Hlil_244       0.80663858 -0.40193478 -0.836661327 -0.094957569  1.33155873
## Hlil_245       0.84040514  0.55566484 -0.644870769  0.176524361 -0.68641145
## Hlil_246      -1.59422522 -0.13160105 -0.750163646 -1.688953489  1.31228122
## Hlil_247       1.43468763 -0.20985846  0.244572071 -0.558678083 -0.23161384
## Hlil_248      -0.22492039  0.76344807  2.291613954  0.405645846 -0.34550792
## Hlil_NBG_351   0.71037690  0.13243987  1.796293014 -0.215548073  0.31883488
## Hlil_NC_167   -0.27919537  0.18353431 -0.306239931 -0.454706236 -0.12277393
## Hlil_NC_170   -0.14495981  0.11359260  0.172568186 -0.073680789  0.12925948
## Hlil_NC_171   -0.26423708  0.05098956 -0.112006437 -0.594768955 -0.08163039
## Hlil_NC_172   -0.39834945  0.24290316 -0.208662466 -0.484162610 -0.16023805
## Hlil_NTBG_260  1.61461685 -1.40239146  0.950374168  0.500796182  0.59274473
## Hlil_W_222     0.87851980  0.89224534 -1.850212120 -0.788980313 -0.20857160
## Hlil_W_223     0.12747324  0.15605869 -0.377609150 -0.729701962  0.07469865
##                       PC36          PC37        PC38        PC39         PC40
## Hlil_130      -1.483224158  0.1571753595 -0.75685196  0.13761362  1.578465137
## Hlil_132       1.326066453 -0.6311200116 -1.16277090  0.24525083 -0.038237081
## Hlil_135       1.540736261 -3.0721585802  1.00402026  0.53671947  0.210300829
## Hlil_137      -0.694032428  0.6090683048  0.28509328  0.48336635 -0.535894672
## Hlil_143      -1.037525987 -0.2938573901 -0.91775532  1.46072928 -0.003485858
## Hlil_145       1.362413900 -1.7619552511  1.84520455  0.22254820 -0.606563314
## Hlil_146      -0.831643313 -1.0193532639  1.91839373 -2.61745770 -0.277408908
## Hlil_147      -1.389138019  0.9385524187 -0.75989792 -1.08687996 -0.137052126
## Hlil_148      -1.142597411  0.6166734133 -0.52443617 -1.43098608 -0.640753619
## Hlil_150       0.355463695 -0.4158264890  0.31798992  0.22351342  0.090570874
## Hlil_152      -0.232598542 -0.7061721398 -1.09397625  1.36346274  0.950215441
## Hlil_153       0.724006314 -1.5675057333  1.17138664 -0.88906943 -0.436481357
## Hlil_154      -0.453061627 -1.0667394123  0.10134561 -0.92383932 -1.356070825
## Hlil_155      -0.010783312  1.7425549909  1.19683391 -1.23765827 -2.660018173
## Hlil_156      -0.663435791  0.9498425376  0.21289096 -0.17405120  0.217558351
## Hlil_157       0.412261164 -0.0657869073  1.09903259  0.03613038 -0.415723145
## Hlil_158      -0.684815336 -0.4322802366  0.05786138 -0.87989528 -0.889159542
## Hlil_159       0.481745147  0.7796233748 -0.20551139  0.44594632 -0.031752978
## Hlil_160      -0.118821360  0.4583468437 -0.97066212  0.57268016 -0.646603098
## Hlil_161      -0.413535262 -0.6262850408 -0.60773444  0.13004909 -1.096929146
## Hlil_162      -1.129656135  1.3961984145  1.63642287  0.06052292  1.407138057
## Hlil_163      -0.377697179 -0.2077986850 -1.48535476  0.35954378 -0.350127010
## Hlil_164      -1.802119521  0.3931372533 -1.62427532 -1.20823230  0.106705404
## Hlil_165       0.825543177  1.1939672503  0.97603247  1.08313220  0.389283427
## Hlil_166      -0.487405758  0.5572071497 -0.47351498  0.97943011 -2.379799883
## Hlil_168       1.009611027 -0.4149624190 -0.33227617  0.30723426  0.509984532
## Hlil_169       0.007225568 -0.2125365322  0.21798194  0.36991348  0.135050397
## Hlil_173       0.473130107  0.1918656811 -0.39079697  0.74623451  0.388153230
## Hlil_174       0.437802048  0.0487041399 -0.19826218  0.68063502  0.610818698
## Hlil_175       0.595481192 -0.0818749541 -0.80822609  0.30715231  0.131949537
## Hlil_176       0.331952058  0.3181033250 -0.13451226  0.23023943  0.081205711
## Hlil_177       0.694377815 -1.5173644156 -0.41514965  0.06583705 -0.577305808
## Hlil_178       0.272901383  0.1504299284 -0.44294628  0.12986232 -0.139522889
## Hlil_179      -1.448686084 -1.5271281037  0.75127818 -1.31696283  0.609287159
## Hlil_180      -0.285069882 -2.2346942639 -1.94324364 -0.55210298  0.345228358
## Hlil_181       0.501660882  1.5387578584  0.27306416  0.48233668 -0.060481824
## Hlil_182       0.387599839  0.9292348733  0.05164328 -0.57484161  2.249696977
## Hlil_183       0.012495938  1.6181021064  2.46275432  0.02459929 -0.317012850
## Hlil_184       0.022390991 -0.7065394615 -0.89775808 -1.64679745 -0.224894750
## Hlil_185      -0.511642245  0.6772674593  1.02367718  0.56525761 -0.092860773
## Hlil_186       1.047143250  0.2364329859 -1.11985726 -0.18189418  0.737095242
## Hlil_188       0.342811559 -0.4679081207 -0.07157116  1.35654605 -1.840956455
## Hlil_189      -0.352346064 -0.2989809123 -1.06147450  0.27197686  0.601922170
## Hlil_190      -0.230853522  0.1642582114  0.01699485 -0.83562321  1.963977410
## Hlil_191      -0.677824643  0.4759358499 -1.61808489  0.09963226  0.110064519
## Hlil_193       0.789480355 -0.5008597382  0.67088687 -1.49388601 -0.023718123
## Hlil_196       0.164727514  0.5217063445 -1.90694381  0.86128875 -0.579234572
## Hlil_197       0.721836301  0.2974327374 -0.51664004 -0.25788525  1.060787280
## Hlil_198       0.040233324 -0.5976034210 -0.37587936  0.74081316  0.177796487
## Hlil_199       0.974717353  0.5679636298  0.50734234  0.44829243  1.138969633
## Hlil_200       1.531242688  0.2883615001  0.26797795  1.23536666 -0.737643197
## Hlil_201       0.706868813 -1.5711852692  0.23778746 -0.48354167 -0.476153090
## Hlil_202       1.012678881 -0.4786958099  0.34906883  0.07302005  1.306316453
## Hlil_203      -0.161884066  0.4840786386 -1.15726683 -0.83414219 -0.090666661
## Hlil_204       2.894247900  0.6314597297  0.63992685 -1.73576266 -0.462659831
## Hlil_205       1.107988892  2.7537046586  1.63761451 -1.52071585 -0.023446451
## Hlil_206      -0.528490366 -0.9982834439 -0.37776602  0.31502988  0.400668042
## Hlil_207       0.225812702  0.0617755248 -0.67762309 -1.36077437 -0.867602435
## Hlil_209       1.222878538 -0.2908266581  0.02428253  3.04977345  0.139344785
## Hlil_210       0.511045747  0.8732845718 -0.84420100 -0.45453390 -0.807648834
## Hlil_211      -0.544066768 -0.0615462395 -0.25048894 -1.63149620  0.360386758
## Hlil_213      -1.684165867  0.9714626597  2.95909905  1.50728345 -0.460509590
## Hlil_214      -0.369308747 -0.3743801909  0.16745730 -0.26244856  0.241308798
## Hlil_216       0.401842199  0.0494397436  1.08169389 -0.28861054  1.651050079
## Hlil_219      -2.111431018 -0.1051631233  0.14731451  0.64232397  1.721765304
## Hlil_220      -0.450916317 -1.3679781076  0.06504561  0.06488650  0.863173082
## Hlil_224      -2.389095590 -0.1822808414  1.31900155  0.30879086 -0.455982962
## Hlil_226       0.098090954  0.7940891362 -0.06452880 -0.87402865  3.159430167
## Hlil_231      -0.077280395  1.9026624300 -1.30723636 -0.61235991 -1.675337746
## Hlil_233      -0.453134275 -1.0384452220  1.37947627  2.65203160 -1.176874821
## Hlil_235      -2.632587359  0.3730535681 -0.64270010  0.76778519 -0.564143917
## Hlil_242       1.093909094  0.0606830366 -0.74575081 -1.21557755 -0.818018473
## Hlil_243       1.376551477 -0.2820688262 -0.63765129 -0.19891169  0.241329241
## Hlil_244       0.162875224 -0.4040213350  0.66382930 -1.20612553  0.159320640
## Hlil_245       0.511671657 -0.0187063107 -1.31506017 -0.15427199 -1.050648083
## Hlil_246      -1.178829969  0.3748742807  0.25617497  1.29224335 -0.083506182
## Hlil_247      -2.526714750 -1.8908532985  0.70520004 -1.03049616 -1.519602485
## Hlil_248       1.179176955  1.3743182114  0.03331392  0.76440509 -1.361828706
## Hlil_NBG_351   0.951999860 -1.0091483565  1.15000647 -0.60843717  0.152717231
## Hlil_NC_167    0.378414798  0.0004560644 -0.14542523  0.38773240  0.250255137
## Hlil_NC_170    0.423431733  0.4996862343 -0.11595772  0.18734558  0.221072515
## Hlil_NC_171    0.279498698  0.3405652583 -0.19181279  0.55285786 -0.019786956
## Hlil_NC_172    0.311312045  0.0122966024 -0.22198665  0.46138997  0.032797931
## Hlil_NTBG_260 -0.925382463 -1.1401139749  1.30607075  1.06677977  1.015694625
## Hlil_W_222    -0.545188122  1.8853824675 -0.42375323  0.38399594  0.993924701
## Hlil_W_223     0.799636182  0.3808117320 -0.25290019  0.03876570  0.297328853
##                        PC41        PC42        PC43        PC44        PC45
## Hlil_130      -0.6483633989  1.17092942  1.30790195  0.74690228 -0.52725310
## Hlil_132      -1.0185074176 -1.47046994 -0.73632570  0.46326623  0.34101068
## Hlil_135      -0.0045186686  0.04884109  1.12098203  1.15305283 -0.09464048
## Hlil_137       0.8942577179 -0.24060524  2.23610652 -0.06997046 -0.56513284
## Hlil_143       1.9680951331  0.23985012 -0.73866121 -0.37356753  1.17055407
## Hlil_145      -0.5506495412  0.98253251  0.27478003 -0.37039482  0.54535078
## Hlil_146      -1.0012623652 -1.95298547 -2.03748971  2.35134530  0.17536916
## Hlil_147      -0.1330338441  0.31358956  2.12480877 -0.45612510 -1.21542031
## Hlil_148      -0.0868607403  0.24326563 -1.23884658 -0.27354022  0.01972433
## Hlil_150       1.1492134179  0.92755661 -1.45655402  0.90529253 -1.92791796
## Hlil_152       1.0574490863 -1.28268850 -0.91853061  0.35564413 -0.63043754
## Hlil_153      -1.4628499407 -0.77390076 -1.00538755 -0.08432403  0.81075686
## Hlil_154       1.0919423375  2.71616253  0.72375966 -0.67685666 -1.62897996
## Hlil_155      -0.8037629590  0.14050460  1.07346280 -0.31341013  0.97585462
## Hlil_156      -0.3201673078 -1.19866529 -0.70451187 -0.36836993 -0.68072333
## Hlil_157      -1.2429572658  0.01579165  0.59820973 -0.65632468  0.79536387
## Hlil_158      -0.9238269108 -0.84090605 -1.10610186 -0.20579873 -0.95327156
## Hlil_159       0.3170609335  1.32243569 -1.25057843  0.89373198  2.92060401
## Hlil_160       0.5215038761 -0.25749453 -1.01781536 -1.38750881 -0.52425076
## Hlil_161      -0.1705162349 -1.71738502  0.70705662 -0.32600143  0.46988088
## Hlil_162      -2.1656887446 -1.54091417  1.53003329 -0.73079942 -0.86579311
## Hlil_163      -0.6070726308 -0.19024574 -2.04443619 -0.31567148 -0.93909202
## Hlil_164      -1.5671656480  1.29240655 -0.15845496  0.17648347  0.57217028
## Hlil_165      -1.0418480401  1.13714100  0.01117147  0.24819270 -0.53097119
## Hlil_166       0.3144325269  0.59464651 -0.58462268  2.64648924  0.21030829
## Hlil_168      -1.1537113909  0.95370358 -0.79865970 -0.35692724 -0.24051778
## Hlil_169      -0.2439638972  0.39284467 -0.57932911 -0.43032421  0.14989990
## Hlil_173      -0.0905956029  0.08614559 -0.07998241 -0.27088459  0.03002551
## Hlil_174       0.0002988009 -0.10802687 -0.13381263 -0.30702240  0.24650942
## Hlil_175      -0.1258441286 -0.47892928 -0.07316370  0.03616640  0.77155596
## Hlil_176       0.3612606304  0.39158901  0.53143423 -0.08558406  0.03958422
## Hlil_177       1.3433599108 -0.93949189  1.02379620 -0.01454229  0.15193438
## Hlil_178       0.2306563296  0.10430055  0.22624943 -0.29944728 -0.08045383
## Hlil_179      -0.4052608554  0.60502813  0.56736646 -0.90611262  1.10966176
## Hlil_180       0.8260675321  0.05742498 -0.98000474 -1.39929342 -0.42166626
## Hlil_181      -1.6142390665 -0.33280457 -0.97665511 -0.64589427  1.93389088
## Hlil_182       0.7987385186  0.64828646 -0.21248836  2.17035081 -1.19741158
## Hlil_183       2.0882924704  0.26703353  0.08537956 -0.57409212  0.39172843
## Hlil_184       0.4288972942 -1.20160401  0.76443568  1.35680276 -0.18737463
## Hlil_185      -1.7782262743  0.32059698 -1.44784645 -0.21192501  0.37875172
## Hlil_186       0.1456846438 -0.30395361  1.14976551  0.07306757 -1.53543355
## Hlil_188       0.5137145595  1.34867628 -0.01274062 -0.24894980  0.36114085
## Hlil_189       0.4043789998  0.15487501 -0.70966991 -0.36205461  0.50570491
## Hlil_190       2.2836224735 -0.48037467  0.88371874  1.39695349  2.13424099
## Hlil_191       0.4269242786 -0.44822633  0.15078638 -1.38242627 -1.19470959
## Hlil_193       1.6988549952  0.42517239  0.25888591 -1.15686922 -0.31866550
## Hlil_196      -1.4786087635  1.30063337  0.23428994 -0.04853338  0.37208320
## Hlil_197       0.1456749534 -0.21359271  0.35676678  1.80065423 -0.95711799
## Hlil_198      -0.6253328272  0.24564193 -0.07830443  1.83433285 -0.57819389
## Hlil_199       0.7525884433 -2.19251187  1.23927247 -0.24583412  1.71418595
## Hlil_200      -0.5779627918  0.39254563 -0.18155913  1.72439066 -0.36707442
## Hlil_201       0.0614924271 -0.62836459  0.16244258 -0.19807975 -0.49289084
## Hlil_202      -0.2495546555  1.16121191 -0.68780869 -1.41892266  1.54019944
## Hlil_203      -0.9787027309  0.14667529  1.18505536  1.99852103  1.22521333
## Hlil_204      -0.9135386188 -0.66945488  0.50050808  0.19827163 -0.32291399
## Hlil_205       2.1830700973  1.15090641 -2.06484987 -0.44701404 -0.92396921
## Hlil_206       0.3704048469  0.27700421 -0.68542174  0.13371963  1.11586463
## Hlil_207       0.6440725710 -0.13706891  0.18847556  0.16824323  1.48031062
## Hlil_209      -0.3312868775  0.58796929 -0.39390603 -0.83659796 -0.92920703
## Hlil_210       0.0738071286 -1.01550937 -2.14783406  0.95230111 -0.46406394
## Hlil_211      -0.6247736201  1.79939108  0.51732795  0.17995420 -0.33586780
## Hlil_213       1.2039303175 -0.80614995  0.38616989  0.68641810 -1.04878559
## Hlil_214       0.2350406364  1.15892852  1.49476911 -0.02246293  0.09446158
## Hlil_216      -0.9460164842 -0.76990684 -1.11471416 -1.59734950 -1.42032964
## Hlil_219       0.6480551779 -1.42393578 -0.58876407  0.14526111  0.25973612
## Hlil_220       0.3475378863 -1.21512682  0.72904218 -1.60557338  1.39010199
## Hlil_224       1.7675867698 -1.14871626 -0.86041091 -0.51073476 -0.34234000
## Hlil_226      -1.1328007588  0.85198890  0.13856481 -0.56865139 -0.66755613
## Hlil_231       0.4788924273 -0.50855042  0.04336710 -1.85719188  0.59201591
## Hlil_233      -0.2090611419  0.18473729  0.57464587  0.85480645 -0.84678590
## Hlil_235      -0.1713658085 -0.05701727  0.54600901  1.24643495  0.67416851
## Hlil_242       1.8954691468 -0.32746021  0.31910208 -0.17697409 -0.03269320
## Hlil_243      -0.2403029517 -0.94721565  0.43313498 -0.93527818 -1.39469013
## Hlil_244      -0.2712660671  1.69137127  0.79309602  0.61296067 -0.29384684
## Hlil_245      -0.2742468969 -1.32805613  0.78806827  0.32325765 -1.00344447
## Hlil_246      -1.0041497183 -1.14653641  0.52412834  0.48267071 -0.68751044
## Hlil_247      -1.1787870945  0.75064703 -0.37408671 -0.95714912 -0.74197870
## Hlil_248      -0.8313873822 -1.27900139  1.41330132 -1.13726614  0.11340354
## Hlil_NBG_351   0.6646665112  0.11937919 -0.47535258  0.12226355 -0.03371540
## Hlil_NC_167    0.2635609790  0.38095727  0.29097767 -0.02579408  0.10801169
## Hlil_NC_170    0.3126134153  0.59909906  0.81961651  0.08091255  0.32006168
## Hlil_NC_171    0.1764236233  0.27271795  0.06704502 -0.14659976  0.16230309
## Hlil_NC_172    0.2109586570  0.37776193  0.15623074 -0.33907021  0.05019161
## Hlil_NTBG_260 -0.3276458632  0.94802436 -0.05981622 -0.57584055  1.19712564
## Hlil_W_222    -0.0474233537  0.71641627 -0.40562150  0.15915883  0.46287209
## Hlil_W_223     0.2745547988 -0.44149140 -0.13037897  0.23365585  0.06120505
##                      PC46         PC47        PC48         PC49         PC50
## Hlil_130      -1.50775553 -0.723840968  1.16310562 -1.011920349  2.124108722
## Hlil_132       1.27081065  1.406645553  0.49458372  0.398796483 -0.775281771
## Hlil_135      -0.37741183 -0.327114071  1.08120925  0.559198077 -0.899940515
## Hlil_137      -0.70928459 -0.253284635 -0.49126324 -0.489411951  0.272137295
## Hlil_143      -0.77959918 -0.001802371 -0.57675538  0.352182033 -1.227408665
## Hlil_145       1.80469997  0.102128147  0.15042120  1.198397297  0.656588701
## Hlil_146      -0.94602231 -1.620892218 -0.26257831 -0.053883468  1.078714211
## Hlil_147      -0.21685611 -1.620639994 -0.11644276  1.164884566  0.842611318
## Hlil_148       0.91729677 -1.933424475 -0.84890883 -1.154245043 -0.888587341
## Hlil_150       1.26479078  0.627248847  0.92931717 -1.205297013  0.931192453
## Hlil_152       0.26897308  1.381185810 -2.29971170  0.823279991  0.569278786
## Hlil_153      -0.46156982  0.222223903  0.09616129 -0.888885417  0.618593000
## Hlil_154      -1.40141300  0.343272790 -0.91562393 -1.126617724 -1.474612725
## Hlil_155      -0.47259330 -0.726341678  0.29995854 -0.447421573 -1.044110535
## Hlil_156       0.51948675 -0.008023850  0.06551859 -0.309633692  0.403739072
## Hlil_157       0.75154015 -0.108346680 -1.27594260  0.795194001  1.131111795
## Hlil_158       0.52658382  0.350375036  0.33899447 -0.594191412 -0.311772642
## Hlil_159      -0.83912515 -0.696518370 -0.40130575  0.867343342  1.539026354
## Hlil_160       0.38823815  0.085507406 -0.80947341 -0.253806445  1.021210843
## Hlil_161       0.29412039 -1.655423167  1.08496245 -0.472972671 -1.086019450
## Hlil_162       1.14654263 -0.202353745 -1.19915406  0.781818472 -1.219120426
## Hlil_163       0.45981730  1.255876727 -0.89423539 -0.463382010  0.461311069
## Hlil_164      -0.49479504 -0.178761229  1.25887991  0.503842516  0.143236413
## Hlil_165       1.05370300  0.223545763 -0.73443014 -0.454986302 -0.279032118
## Hlil_166      -0.37061112  0.587602758 -1.64663763  0.574037926  1.358679275
## Hlil_168      -0.06107955  0.317965934 -0.19079099 -1.100048748  0.109800338
## Hlil_169       0.30035798 -0.049341896 -0.32017451 -0.368198031 -0.368400708
## Hlil_173      -0.30291414  0.129412822 -0.02289482  0.482453640 -0.735027862
## Hlil_174      -0.21597961 -0.231923785 -0.08321568  0.291189424 -0.683911696
## Hlil_175      -0.40333180 -0.397335045 -0.02281693  0.084946453 -0.702436460
## Hlil_176      -0.11466764  0.144088101  0.22540174  0.745542648 -0.205193775
## Hlil_177      -0.79263100 -1.476506091  1.10845757 -0.957061571  0.815440567
## Hlil_178      -0.28526984  0.214359817  0.14259132  0.268985850 -0.276415844
## Hlil_179       0.43622703  1.812882162  1.44285157 -0.123970629  0.061455487
## Hlil_180      -0.03575401  0.119693663 -0.64007227  0.408730360 -0.003603888
## Hlil_181      -1.10640937  0.997844241  0.20589736  1.097129715 -1.032038965
## Hlil_182       1.11183076  1.156646660  1.15467524 -1.634392790  0.320065880
## Hlil_183      -0.12913559 -0.209225579  0.48066452  0.344333894  0.724273598
## Hlil_184      -1.42302562  1.579082390  0.81977045  2.072707721  0.848794218
## Hlil_185      -0.54467861 -0.164348490  0.51834944 -0.706047483 -0.194743149
## Hlil_186      -0.62891158 -0.206621513 -0.24799362  0.979746546  0.058832642
## Hlil_188       1.32882019 -0.128443917 -0.51738563 -0.739709615  1.931456013
## Hlil_189       1.11204911 -1.104342168  1.24184458 -2.682374920 -1.156474372
## Hlil_190       1.68333852  0.490914778 -0.43822902 -0.301359867  0.581383830
## Hlil_191       1.71607223 -1.127311162  1.34874860  0.590820237  0.437179433
## Hlil_193      -0.22184205 -0.874948047 -0.09627196 -0.220097922 -0.982394978
## Hlil_196      -0.20804301 -0.451095082  0.70116177  0.372517369  0.878012869
## Hlil_197       0.36347130 -0.827697517 -0.73038066 -0.029864865 -0.307239551
## Hlil_198      -0.54498034 -0.406724683  0.51070124  1.056849633  1.098974244
## Hlil_199       0.64206022 -0.628347016  0.71853653 -0.237104942  1.331126351
## Hlil_200      -1.27152750 -0.554211051  0.23256765  0.481901673 -1.253589874
## Hlil_201       0.80743323 -0.241115058 -0.55501312  0.361724140 -0.074779491
## Hlil_202      -2.12446997 -1.037235042 -0.17295555  0.355307618 -0.589611160
## Hlil_203      -0.11201094  1.419632765 -1.25843921 -2.515202806 -1.723555882
## Hlil_204       0.63474995 -0.491437278 -0.58338839 -0.917691855  0.301578572
## Hlil_205      -0.51243764 -0.095145781  1.08195003  1.217268930  0.492051563
## Hlil_206       0.71106849 -1.064899884  0.85287979 -0.742252817  0.091241574
## Hlil_207       1.93360888 -0.140522171  0.78588469  0.952788241 -0.733229236
## Hlil_209       1.14594360 -1.042608077  0.64837944  0.082034585 -0.361830435
## Hlil_210      -0.91330553  0.148348670  0.84299609 -0.005565491 -1.631926268
## Hlil_211      -0.11931179  0.957066053 -0.60870964  0.411308689  0.603467940
## Hlil_213       0.07896151  1.531107138 -0.48903990 -0.163985988 -1.359168064
## Hlil_214      -1.13406226  2.245399474  0.96353389 -0.348169713 -0.284844763
## Hlil_216      -1.34380493  0.783519981 -1.00792389 -0.086018890  1.503596646
## Hlil_219      -0.61665723 -2.364512771 -2.09935062  0.209907722  0.069778000
## Hlil_220      -1.30202904  1.395850837 -0.64581512 -0.823628582  0.688963221
## Hlil_224      -0.70189536  0.736302885  1.58308430 -0.671100188 -0.073544406
## Hlil_226      -0.16968174 -0.923430532 -0.10924565  0.063541173 -0.596110564
## Hlil_231       1.03931310  0.813670562 -0.02400789  1.007805280  0.943578298
## Hlil_233      -1.25030825 -1.593680691  0.04689614 -0.110135355  0.181915936
## Hlil_235       0.43310314 -0.215578407 -0.60173864  0.112728345  0.029889606
## Hlil_242      -0.66451432 -0.054403425 -1.94960262 -0.329420772 -1.600076536
## Hlil_243      -1.63638711  0.055207756  0.05277859  0.152121243 -0.045042945
## Hlil_244       2.22377332 -0.834260126 -1.75523790  0.484254602 -0.043502602
## Hlil_245      -0.02536000  0.707489748 -0.25353071  0.285835146  0.072547470
## Hlil_246       1.12102640  0.711097310  2.27227837  1.261780944 -1.014633061
## Hlil_247       0.35147003  0.242021655 -0.05343664  0.911142538  0.082057202
## Hlil_248      -0.65399703  0.898547355 -0.16222409 -3.230450880  2.046895342
## Hlil_NBG_351   0.42438263  0.338361213  0.86535121  0.217799234  0.476207249
## Hlil_NC_167   -0.16974046  0.020124121  0.42650670  0.442126491 -0.262254924
## Hlil_NC_170    0.21730667  0.147069714 -0.02290764  0.644552911 -0.340083363
## Hlil_NC_171   -0.15422208  0.144272630  0.41265729  0.426397559 -0.382898051
## Hlil_NC_172   -0.04923887  0.155124783  0.28851420  0.429324377 -0.323028750
## Hlil_NTBG_260  0.71165026  1.111361160 -1.14476901  0.047738137 -0.646799483
## Hlil_W_222    -0.61675303  0.349633730  0.69174132 -0.342883061 -0.085004486
## Hlil_W_223    -0.05721613  0.534306889 -0.35073837  0.939075081 -0.652821618
##                        PC51         PC52        PC53         PC54         PC55
## Hlil_130      -1.099545e-02 -0.647194050 -0.49476045 -0.459096173 -0.025608385
## Hlil_132      -7.708115e-01 -1.122729029 -0.93362328  0.910158463  1.108973100
## Hlil_135      -1.146697e+00 -0.014748854 -0.72029944  1.883313963 -0.493520146
## Hlil_137       4.315192e-01  1.309403280 -0.15338394  0.997693674  0.415557400
## Hlil_143       1.132293e+00 -0.608997446 -0.48491141 -0.264487727 -0.535676628
## Hlil_145       1.301860e+00  0.398396660  0.21402390 -0.082060944 -1.151712390
## Hlil_146      -3.087039e-01  0.824842919  0.96615543 -0.965600519  0.189241686
## Hlil_147      -7.863840e-01 -0.067161531 -0.54102859  1.088681518 -1.076314021
## Hlil_148      -1.790638e-01  0.178565854 -0.31917400 -0.410899579  0.363063588
## Hlil_150      -1.203982e+00  0.391464510 -0.91901703  0.055793123 -0.009241970
## Hlil_152      -3.840550e-01  0.605794451  0.25275028 -0.412609292 -1.150211849
## Hlil_153      -1.232499e+00  0.137156047 -1.78541187 -0.147408019  1.284543366
## Hlil_154       3.246241e-01 -1.429098192 -0.56015974  0.732374400  0.551125887
## Hlil_155      -1.783723e+00 -0.932309092  0.56232255  0.419851249 -1.413568531
## Hlil_156       9.572635e-01 -0.482176923 -0.92662636 -0.062227813  0.697205908
## Hlil_157      -8.304977e-01 -0.590765435 -0.70040098 -1.353669614 -0.724671342
## Hlil_158       7.546213e-01  1.000635905  0.15939145  0.431747811 -0.999764809
## Hlil_159      -1.337928e+00 -0.269944314  0.16104300  1.196919947 -0.237206786
## Hlil_160      -2.094943e-02 -1.563506971 -0.41721702  0.737026714  0.167023735
## Hlil_161       7.697298e-01 -1.054310445 -1.23958871  1.382185402  0.074301074
## Hlil_162       3.350712e-01 -0.309812902 -0.14405912 -0.775132655  0.313237937
## Hlil_163       3.093605e-01  0.309928952  0.27469521  0.615996739 -0.133409462
## Hlil_164      -1.321486e+00  0.958374933  0.10734755  1.348832633 -0.105319578
## Hlil_165      -1.157047e+00 -0.725877379  1.01739223 -0.986068775  1.011998163
## Hlil_166       5.547396e-01 -0.166333606 -0.12827125  0.815575252 -0.688860770
## Hlil_168      -1.773942e-01 -0.130736887 -1.03871933 -0.715930719 -1.802473866
## Hlil_169      -4.776997e-01 -0.605071937 -0.33657444  0.355060806 -0.860344073
## Hlil_173       2.644520e-01  0.355107344  0.32348604 -0.155796173  0.487833499
## Hlil_174       3.584106e-01  0.134081538  0.38034303 -0.281330146  0.505125095
## Hlil_175       7.520424e-01 -0.009095264 -0.13644523 -0.052037702  0.514938438
## Hlil_176       2.395592e-02 -0.060328194  0.11110992  0.149148318  0.248535791
## Hlil_177       1.239251e+00  0.304144311  0.33196657 -0.717409128 -0.233763962
## Hlil_178       2.853775e-01 -0.263566504  0.17206014 -0.382879006  0.007990234
## Hlil_179       1.764706e+00 -0.886938340  0.18013802  0.903142021 -0.201134832
## Hlil_180       3.330047e-01 -0.132637100  0.81831135  0.434557125  0.878271984
## Hlil_181       9.061928e-02  0.996092802  0.23344784  1.116137361 -0.658269333
## Hlil_182       1.972911e-01 -0.527541801 -0.57205424  1.381026057 -1.872179630
## Hlil_183       1.781960e-01 -1.543301198 -0.24857495 -1.107139504  0.187124876
## Hlil_184       1.600249e+00  1.174371700 -1.83486349 -1.279054423  0.958853884
## Hlil_185       1.066335e+00 -0.778319769  0.27559110 -0.246834724  2.704237393
## Hlil_186       1.391190e-01 -0.662354568  2.25386774  2.128185093  0.207678553
## Hlil_188      -8.264484e-01  0.778256062 -0.72409741  0.297176248  1.156681199
## Hlil_189       2.045139e-01  1.281284097  1.05439103 -0.225748797  0.812527802
## Hlil_190      -4.561759e-01 -1.554261827  0.15209053 -0.343672824  0.300130720
## Hlil_191      -8.305261e-02  0.183562495  0.09966929 -0.969316984 -0.226296884
## Hlil_193       4.690243e-01  0.319902492  0.63097518 -0.730716398 -1.109420712
## Hlil_196       8.426549e-01 -1.639296878  0.08348404 -1.105077148  0.084137295
## Hlil_197      -2.870646e-01 -0.391973267  1.81394508  0.561785235  1.229996093
## Hlil_198       1.404731e-01 -0.730637368 -0.10701881 -1.314461094 -0.864865663
## Hlil_199       3.781105e-01 -0.470977825  0.01281452 -0.305310806  0.198539956
## Hlil_200       9.230965e-01  2.079552715 -0.72390705  0.152804382  1.065158861
## Hlil_201      -3.213015e-01 -0.339692613 -0.59434467  0.181484399  0.176356227
## Hlil_202      -1.384574e-01 -0.122629532  0.43674690 -0.094761263 -0.008966873
## Hlil_203      -1.043763e+00 -0.572707399 -0.64591814 -0.809129326 -0.170943722
## Hlil_204       1.280049e+00 -0.551849923  1.78157061 -0.095407439 -0.903552483
## Hlil_205      -1.972052e-01  1.173717567 -0.74308056  0.403192659  0.166924272
## Hlil_206       8.810601e-01  1.159520847  0.74910688 -0.312411883  0.463061250
## Hlil_207      -8.107896e-01  0.077465792 -0.91568923  0.773451039  0.973076764
## Hlil_209      -1.361121e+00  0.967567974 -0.10067095 -1.880630893 -0.594623618
## Hlil_210       1.072976e+00 -1.412778963  1.28468772 -0.376232763 -2.048572221
## Hlil_211       9.604872e-01  1.775829088  1.34781336 -1.637678456  0.103421116
## Hlil_213       7.756009e-01  0.205713119 -0.41340364  0.613596505  1.006752794
## Hlil_214      -1.180694e+00  0.129027258  1.00410658 -1.671574664  0.426643154
## Hlil_216      -5.919102e-01 -1.063932637  0.17985533  1.306394848  0.605948750
## Hlil_219      -2.428892e-01  0.235367287 -0.33485770  0.026472324 -1.046710525
## Hlil_220      -1.873545e+00  1.669557591  1.32504520  0.702798040 -0.592113532
## Hlil_224      -1.770677e+00  0.097997535  1.17692238 -0.160026930  0.706794594
## Hlil_226       6.808516e-01  0.820359165 -3.11594405  0.695247273  0.001515803
## Hlil_231       4.293773e-01  0.683215152 -0.00319564  0.678434886  0.043069975
## Hlil_233       4.972300e-01 -0.251819143  0.34818115  1.060765257 -0.062149628
## Hlil_235      -2.571761e-02 -0.219332929 -0.31946820 -0.379906109  0.477981734
## Hlil_242      -8.418130e-01  1.006732008 -1.81123421 -1.399473234 -0.889690771
## Hlil_243      -1.907185e+00 -0.695945130 -0.39852114 -0.877681388  0.677248266
## Hlil_244      -1.262410e-01  1.453209647  1.33424845  1.226029228  1.027917676
## Hlil_245       3.847258e-05 -0.698945294  0.64287593 -0.696104526  0.889052161
## Hlil_246      -1.479400e+00  1.287955751  0.43419402  0.002124579 -1.783796041
## Hlil_247       6.331667e-03 -0.864321584 -0.01695763 -0.972529009 -0.548660556
## Hlil_248       1.394850e+00  1.611506233 -0.39865712  0.526123586 -0.671859089
## Hlil_NBG_351   3.484068e-01 -0.983350188 -0.08475884 -0.045661162 -0.333825588
## Hlil_NC_167   -1.528473e-02 -0.261515268  0.21873630 -0.157165972  0.310184290
## Hlil_NC_170    2.068968e-01  0.290540660  0.02487025 -0.692275931  0.733419157
## Hlil_NC_171    4.690002e-02 -0.387479613  0.21580942 -0.144352632  0.264448883
## Hlil_NC_172   -1.689995e-01 -0.302098402  0.13416458 -0.081239086  0.116135005
## Hlil_NTBG_260  1.842846e+00  0.046330932 -0.04753819  0.293033479 -1.163686243
## Hlil_W_222     3.894212e-01  0.184397058  0.38556756 -0.226863486 -0.274798407
## Hlil_W_223    -5.563466e-02  0.503473784  0.46711241 -0.021238796  0.773799532
##                       PC56         PC57        PC58        PC59          PC60
## Hlil_130      -0.077557925  0.525533060 -0.16689153  0.53236570  0.3462156839
## Hlil_132      -0.703146831 -0.074813047 -0.07828197 -0.67042971  0.1914153990
## Hlil_135       1.645429741 -0.279093826 -0.07957045 -1.68367034  1.0022036793
## Hlil_137      -0.269406453  0.218342112  0.94945188  0.63167316 -0.3706993459
## Hlil_143       0.384992178 -1.447852931  1.15353615 -0.74558512  0.9013207631
## Hlil_145      -1.078189062 -0.315431569  0.41957819  0.11761003 -0.2728864296
## Hlil_146       0.726019344  0.474301534  0.08803948 -0.25983011  0.8352637066
## Hlil_147      -0.630598360  0.328028162 -0.03827855 -1.07806433  1.2220227777
## Hlil_148       0.302848379 -0.160024534  1.02235461  0.58256236  0.2237941207
## Hlil_150      -0.561279091  0.821498101 -0.40578309  0.65340393 -0.4142466767
## Hlil_152       1.418982874  0.147985961  0.12661992  1.11880341 -0.4213033604
## Hlil_153      -1.770018703 -0.758619639  1.57162887  0.30742646  0.6917090617
## Hlil_154       0.477228914  1.085000798  0.35332433 -1.67490558  0.2767998231
## Hlil_155      -1.195718225 -2.081567762  0.10874379  0.05283608 -1.0646908365
## Hlil_156       0.677372021 -1.191728052 -0.68830833 -0.39041880  0.7487233158
## Hlil_157       0.344505962  1.701200970  0.18988179  0.15818800 -0.3313527143
## Hlil_158      -0.426237980  0.162432078  0.28594456 -0.17108326  0.7435768431
## Hlil_159       0.725696138  1.587734109  0.58282839  0.38850142 -1.4854470896
## Hlil_160       1.622416547 -1.747957481 -1.92332185  1.22514488  0.7218106048
## Hlil_161       1.170126893 -0.315922533 -0.01585962  1.09678458 -0.6705272062
## Hlil_162       0.471613753 -1.286707171 -0.15977938  0.22284635 -0.6267216285
## Hlil_163       0.163924671 -0.096890884  0.60640699 -0.71836591 -0.7390229464
## Hlil_164      -1.395054555 -0.110583540 -0.61620388 -0.01004952 -0.8858116561
## Hlil_165       0.402425689 -1.102165660  0.60783190  0.01718449 -1.1295505333
## Hlil_166      -0.673629166 -1.205438504  0.01704746  0.59665486  0.0005917736
## Hlil_168       0.162765135  1.405860707 -0.06337672  1.83339622 -0.1383773715
## Hlil_169       0.415567699  0.556348063 -0.13140412  0.24587795  0.4712737291
## Hlil_173      -0.541661784  0.608393880 -0.18125643  0.82748328  0.0121166139
## Hlil_174      -0.570345135  0.495061204 -0.19837576  1.04999638 -0.0053296275
## Hlil_175      -0.255198529  0.721620312 -0.17365202  0.92346031  0.0477551531
## Hlil_176      -0.144213122  0.627381384 -0.79693152 -0.55861042 -0.4153604456
## Hlil_177      -0.935449790  1.469774251  0.74542617  0.86313469 -0.7449757539
## Hlil_178      -0.104095989  0.362235828 -0.84721753 -0.26114185 -0.0160944429
## Hlil_179      -0.221870044  0.202341299  1.29836935  0.69817695  0.3367908034
## Hlil_180       0.492054537 -0.172565443  0.38441135 -0.43340183  0.4631450360
## Hlil_181       1.266721075  1.322671256  0.65195294 -0.44552513  2.2798492856
## Hlil_182      -1.096977369 -1.366715929 -0.50725203 -0.71414002  0.6893396108
## Hlil_183       1.134083473  0.306190101 -0.05455092 -0.44759217  0.0893660019
## Hlil_184       0.407512267 -0.050060764 -0.40787236 -0.82504218 -2.8708625756
## Hlil_185       0.707786147  0.798753164 -0.83783579 -1.44324747  0.7133305653
## Hlil_186      -0.297430894  0.292497403 -0.36941780  1.10060563 -0.0092155947
## Hlil_188       1.316193333 -0.784842298  0.94017406 -0.77153884 -0.4497030973
## Hlil_189       0.877083863 -0.551600869  0.94421514 -0.46678627 -1.6958930358
## Hlil_190      -0.453194451 -0.438338918  0.88358123 -0.21939501  0.7874851172
## Hlil_191      -0.551652646  1.085024029  0.75179359  0.62567305  1.6741367558
## Hlil_193       0.644624576 -0.299004460 -0.06338168  0.27269975 -0.2044297217
## Hlil_196      -0.618009929 -0.177468874  0.54181029  0.44100145  0.9215846608
## Hlil_197       0.242608185 -0.312851982  2.92228258 -0.62710969 -0.9711233662
## Hlil_198       0.540263647 -1.105193223 -0.93414230 -0.67676900  0.7986692405
## Hlil_199      -0.910476306 -0.083547113  0.16960091 -1.04748782  0.8345443165
## Hlil_200      -0.731634687 -1.417363047  0.76932902  1.32527168  1.8221506006
## Hlil_201      -0.542840850 -0.271968930 -0.38952793 -0.06415957 -0.0707932074
## Hlil_202      -1.322779131 -1.940417231 -0.94285987 -0.35326516 -0.9761300331
## Hlil_203      -0.275015898  1.272759755 -0.89443058  0.96083326 -0.1541729554
## Hlil_204       1.429026669  0.532270059 -0.63127417  0.73355198  0.2821621286
## Hlil_205       0.505126202  0.001647915 -0.12640810  0.07773432 -0.2515360118
## Hlil_206      -0.259337010 -1.301655201 -3.16837760  1.27164406 -0.1647721927
## Hlil_207       0.781667142  0.587762203 -0.90735269  0.55324218 -0.3296774599
## Hlil_209      -1.654938219  0.392090636 -0.04805428 -1.57180664 -0.0619892944
## Hlil_210      -0.666621849  0.536936639  0.12074225 -1.59824430 -1.0521191164
## Hlil_211      -0.072331897 -0.873914516  0.51101832 -0.21585568  1.0778073184
## Hlil_213      -1.603829258  0.777754331 -0.13203405  1.21365308 -0.3486625001
## Hlil_214       1.838339578 -1.151932324  0.52509401  1.12590561  0.3634382742
## Hlil_216      -1.097923830  0.203128166 -0.26584575  0.31386503 -0.5298265714
## Hlil_219      -0.409173476 -0.035978547  0.15313019 -0.66432896 -0.7268953021
## Hlil_220       0.033612901 -0.834480778 -0.68977826 -0.20488093  0.3736850647
## Hlil_224      -0.637796614  0.891160909 -0.60931051 -0.02061828  0.6705346400
## Hlil_226       1.115185556 -0.182471679  0.46329916  0.14180016 -0.8209861562
## Hlil_231      -1.013052092 -0.565895908  1.28444787  0.45353076 -0.1096807686
## Hlil_233       0.618029401  0.148646074  0.07405831  1.08062861 -0.1054909692
## Hlil_235       0.283466304  0.519025710 -0.48229745 -0.78176612  0.6267678791
## Hlil_242      -0.493467776 -0.020669216 -0.60735597 -0.23931614  1.1156488590
## Hlil_243       0.150080424 -0.060704418  1.06677435  0.44483642  0.1155324974
## Hlil_244      -0.159333129  0.955417982 -1.39002416 -0.67715017  0.4686398540
## Hlil_245      -0.649818074 -0.045626446 -0.53533967 -0.83178112 -0.3754930012
## Hlil_246       1.922452520 -0.148297206  0.47370286  0.02247423 -0.6935029990
## Hlil_247       0.003041011 -0.177820087 -0.08104164  0.12996335 -0.7016654705
## Hlil_248       0.683787482  0.200049377 -0.51663592 -1.86083624 -0.3449546949
## Hlil_NBG_351   0.030857130 -0.600722438  0.57946623  1.01848029 -0.0424443659
## Hlil_NC_167    0.126592473  0.312270350 -0.76091786 -0.47714370 -0.4555783583
## Hlil_NC_170   -0.379516137  0.271784326 -0.99803140 -0.58028304 -0.0845416695
## Hlil_NC_171   -0.172616467  0.324071561 -0.66705662 -0.26788335 -0.4026463441
## Hlil_NC_172   -0.038269533  0.460261019 -0.73527705 -0.26982764 -0.4474302328
## Hlil_NTBG_260 -0.687871471  0.561349741  0.35962392 -0.68785072 -0.5698557717
## Hlil_W_222     0.335407091  0.246340137  0.71752434  0.12154015  0.2538874330
## Hlil_W_223    -0.247939189  0.645968325 -0.09686959  0.13474160  0.5593819110
##                      PC61        PC62        PC63         PC64        PC65
## Hlil_130      -0.26658437 -0.08874006  0.89428812  1.025207639  0.05574797
## Hlil_132      -0.56015016 -0.61405366  0.01804346 -1.392186129 -1.07997335
## Hlil_135      -0.85791167  1.25901984  0.56253645  0.156768790 -0.17697875
## Hlil_137       0.34309401 -0.74823736 -1.43000803 -0.249933226 -0.75323064
## Hlil_143       0.07396196  0.02292749  1.72118989 -0.075372926 -0.03290670
## Hlil_145      -0.59049086 -0.95526444  0.46034601  0.945857090 -0.09158713
## Hlil_146      -0.37061688 -0.97566540  0.06157274 -0.411062458  0.30271732
## Hlil_147       1.03329880 -1.29122446  0.53989643  0.175770417 -0.63597712
## Hlil_148       1.59890426  0.64859590  0.21549602  1.025272934 -0.36686204
## Hlil_150       0.93038366  0.74583859 -0.52086159  1.400428009  0.68638169
## Hlil_152       0.29660435  0.55076564  0.26293134 -0.178963146 -0.56606148
## Hlil_153       0.94202519 -0.95866415  0.20288615 -0.089166521 -0.14021107
## Hlil_154       0.77525153 -0.14718995 -0.96505058  0.504774156 -0.28099121
## Hlil_155       0.13516873  1.52698590 -0.33930250 -0.043462027 -0.11487566
## Hlil_156       0.73842086 -1.05493853 -1.13636202  0.421945837  0.60852194
## Hlil_157       0.63399635  1.57874165  1.41085502  0.392128151 -1.09530847
## Hlil_158       0.08967387  0.11874504 -1.12639017 -1.920981380 -0.90282845
## Hlil_159      -1.19318204 -0.12685358 -1.13840563 -0.948536455 -1.32724277
## Hlil_160      -0.27859081 -1.43043082  0.87345117 -0.209384874  0.94007617
## Hlil_161      -0.47375114 -0.56329624 -0.34244004 -0.028008051  0.46018916
## Hlil_162       0.27676901  0.51896142  0.61006243 -0.291813689  0.59511113
## Hlil_163      -0.47683593  0.32454544  0.23785614  0.655934238 -0.25540054
## Hlil_164      -0.80821019  0.04519477  0.17331973 -0.299081304  1.31549083
## Hlil_165      -0.15308909  0.41146564 -0.50175097 -0.263703056 -0.57425466
## Hlil_166       0.68427620 -0.03961613  0.92680027  0.897886660  0.73879715
## Hlil_168       0.43541900 -2.12535147 -0.92596574 -1.302883006  0.90204969
## Hlil_169       0.21847101 -0.46382964  0.04943709 -1.304025032  0.90620797
## Hlil_173       0.06041181  0.31721879  0.07818420  0.105748962 -0.23837261
## Hlil_174      -0.39944079  0.23092900 -0.02072205 -0.018815875 -0.36467504
## Hlil_175      -0.39493902 -0.20393880  0.05537246 -0.649012810 -0.51866669
## Hlil_176      -0.71863939  0.16438673 -0.55260453  0.137725558  0.69914768
## Hlil_177      -0.02268990  0.99364566  1.52002989  0.190822357  0.98555395
## Hlil_178      -0.16940838  0.11430166 -0.38613372 -0.044429883  0.51876310
## Hlil_179       0.41095065 -0.08062623 -0.55184916 -0.216715646 -0.73862920
## Hlil_180       0.26818465  0.78290957 -0.86147664  0.058462276  0.14130846
## Hlil_181       2.23700720  0.38986017 -0.39448118  0.881555927  2.02928236
## Hlil_182      -0.27964880  0.17695816  0.73548336 -0.023772058 -0.19623709
## Hlil_183       0.90966004 -0.81888061 -0.63473833 -1.333432058 -0.63748589
## Hlil_184       2.14358891 -0.55027733  0.49538152 -0.131435749  0.25750561
## Hlil_185      -0.81910727  0.04306091  0.26754836  1.621805541 -1.24469705
## Hlil_186       0.26865754 -1.14663267  0.76714193 -0.063542009 -2.02894290
## Hlil_188      -0.15341438  0.35180718  0.42628872 -0.060417427  0.25777796
## Hlil_189      -0.55371965 -0.10846211  1.00138607 -0.690935700  1.05024411
## Hlil_190       0.80894352  0.11550092 -1.23303002  0.181098025  0.02962044
## Hlil_191      -0.32430025  0.27807465 -0.04201946  0.760845535  0.37501852
## Hlil_193       0.54158189  0.80209227 -1.38339421 -0.012791779  0.13971154
## Hlil_196       0.32817201  0.91823629  0.11180395 -1.561655093 -0.62330113
## Hlil_197       0.19177319 -1.15969438 -0.55692447  0.590582765  0.59449705
## Hlil_198      -0.47635404  1.13105579 -1.44841219  0.124061630  0.89536459
## Hlil_199      -0.36580383  0.73314533 -0.09428518  0.004603621  0.28050504
## Hlil_200      -0.05132765  0.77040280 -0.31026225  0.162190857 -0.72151546
## Hlil_201      -0.27388316 -0.10884792 -0.02020395 -0.265142928 -0.04096265
## Hlil_202       0.57069114 -1.80536415  1.17455678  0.149866742  0.55481749
## Hlil_203       0.14172203  0.04790875 -0.24590649  1.359198905 -0.14953672
## Hlil_204      -1.02999442 -0.83235174  1.21240162  1.586389799  0.15409204
## Hlil_205      -0.64723289 -0.24836617  0.42549983  0.762690225 -1.09680709
## Hlil_206       1.74555384  1.15669532 -1.03984345  0.354591097 -2.34129316
## Hlil_207      -0.51005762 -0.20180696  0.12288845  0.062489565  0.77570710
## Hlil_209       1.12040585 -1.77050859 -0.25922479  0.170465425 -0.32099146
## Hlil_210       0.66824423  0.38289699  0.40919410 -0.612311994 -0.37055974
## Hlil_211      -2.39766295 -0.17663999 -0.81300379 -1.147792082  0.41187529
## Hlil_213      -0.95516538 -0.53623639 -0.21644227 -0.207595046  0.77714168
## Hlil_214       0.81915870  0.15361503  1.32923480 -1.091699086  0.17706059
## Hlil_216       0.13717863  2.23513492 -0.04728597 -0.746866593  1.10991715
## Hlil_219      -0.62376020  0.35048649 -0.82184016 -0.040171519  0.11722431
## Hlil_220       0.03706266 -0.97257843 -1.07208094  1.662754046 -0.35808018
## Hlil_224      -0.26999110  0.42228778  2.00641573 -0.789822410 -0.15580575
## Hlil_226      -0.53997643  0.89023518  0.40531808 -0.152186261 -0.71311812
## Hlil_231      -0.46794188  0.56416189  0.03978890  0.631670192  0.25283455
## Hlil_233       0.15298086  0.41669348 -0.53352739 -0.428561927  0.76453600
## Hlil_235      -0.79671505 -1.13117713  0.74670602 -0.410684277 -0.88268846
## Hlil_242      -1.70138612  0.15491239  0.62642376 -0.586679586 -0.35642476
## Hlil_243      -0.26584789 -0.06961728  0.28879984  0.459114451 -0.59779500
## Hlil_244       2.01130216  0.41998706  1.34721171 -1.991519440  0.71123349
## Hlil_245       0.40051283  0.11003252 -0.58136972  0.293532882 -0.11066434
## Hlil_246       0.14167280 -0.24866724 -0.14065101  0.458336234 -0.78623472
## Hlil_247      -1.22292799 -0.12964697 -0.48738281  0.960434814 -0.42924406
## Hlil_248      -0.25618109  0.19050172 -0.21919654 -1.017469296 -0.48583616
## Hlil_NBG_351  -0.24884847 -0.16838452 -0.24508437 -0.123311409  0.33226718
## Hlil_NC_167   -0.39839137  0.16537557 -0.58778630  0.162347057  0.69379817
## Hlil_NC_170   -0.73232119 -0.06163073 -0.52132601  0.339674069  1.43383363
## Hlil_NC_171   -0.36420935  0.08976566 -0.55265940  0.212223115  0.58054535
## Hlil_NC_172   -0.44774104  0.06869704 -0.62287054  0.126856338  0.58845730
## Hlil_NTBG_260 -0.16324268 -0.02427936  1.07282261  0.992073697 -0.48847178
## Hlil_W_222     0.13201733 -0.13463858 -0.08393615  0.196106931  0.12991306
## Hlil_W_223    -0.38146850  0.38784917  0.12164156  0.065040665  0.06088141
##                        PC66         PC67         PC68         PC69        PC70
## Hlil_130       1.0245034815 -0.662228344  0.352688390 -1.149674126 -0.09950805
## Hlil_132       0.6579641903 -1.098850145  0.990549947 -0.260676185 -0.10932324
## Hlil_135      -1.0782332397  1.434260844 -1.190121114 -0.673238659 -0.72701818
## Hlil_137      -1.0702655384  0.550602638 -0.122664836  0.414153240  0.45147833
## Hlil_143      -0.2368827980 -0.475483824 -0.211379163  1.862410469  0.58350743
## Hlil_145      -0.1001180226  0.279195728  0.841966836 -0.264776888  0.35468295
## Hlil_146      -0.7595261843  0.709075485 -0.864866558 -0.359588126 -0.29895021
## Hlil_147       0.6814136569 -1.347191283  0.617920349  0.369544416 -0.07294760
## Hlil_148       0.7514890620  0.324697105  0.496104524 -0.316478831 -0.61249675
## Hlil_150       0.6202022460  0.671022942 -1.395036414  0.416973332  0.05893568
## Hlil_152      -0.3801705985 -0.068956293  0.631693847 -1.360730028 -0.96605503
## Hlil_153      -1.4524216797  0.014712094  0.353972931  0.218941399 -0.92389948
## Hlil_154      -0.3537790426 -0.224424493  0.429744173 -0.654932507  0.25832904
## Hlil_155       1.7021389236  0.813850920  0.943408146 -0.194099479  0.13239288
## Hlil_156       0.1411658019  0.168206821  0.385553105 -1.077543591 -0.34730689
## Hlil_157      -0.2857930557 -0.670837621 -1.751055156  0.628698037  0.59978375
## Hlil_158       0.5016616046 -0.859826955 -0.191497512 -0.231665171  0.53555146
## Hlil_159      -0.0006798803 -0.965042257 -0.034934183  0.502266269 -0.89016925
## Hlil_160       0.2116068729  0.659307024 -2.064939751  0.499472907  0.36592198
## Hlil_161       0.5899777848 -0.402302985 -0.973077167  1.017990961 -0.28803816
## Hlil_162      -1.1186345839 -0.779437973 -0.507788951 -0.446978824  0.24614092
## Hlil_163       0.7608614976  0.916659396  1.558671898  0.328342742  1.01294975
## Hlil_164      -1.9236575173 -0.499962068 -0.300778576  0.151764113 -0.17551335
## Hlil_165       0.1181618638  1.560219152 -0.315141465  0.446244608 -0.10853745
## Hlil_166      -0.6573590122 -0.209094028 -0.942777674 -0.186438560  0.16074748
## Hlil_168       0.5756547191 -0.100319559  0.727697198 -0.239367650  2.00587533
## Hlil_169       0.5875693081  0.616072073 -0.137721681  0.275187372  1.09562719
## Hlil_173      -0.1228700438 -0.018441833 -0.209167299  0.647251567  0.29342664
## Hlil_174      -0.2136025410  0.029638137 -0.210205778  0.713265403  0.33287301
## Hlil_175      -0.0220835801  0.173468386 -0.475375111  0.841271331 -0.13821349
## Hlil_176      -0.2879840187  0.044090673  0.094376673 -0.474080757  0.17734445
## Hlil_177       0.3065688079  0.340639722 -0.395722459 -1.409580164  1.52630223
## Hlil_178      -0.4385027976 -0.003023225  0.107378872 -0.018405713  0.50368056
## Hlil_179       0.0030699084  1.267114196 -1.011389929  0.076664447 -0.06723757
## Hlil_180      -0.2394862255 -0.567896474 -0.187896184 -0.383228967 -1.14134228
## Hlil_181      -0.4569796503  0.561298259  1.201665002 -0.536751185 -0.07902503
## Hlil_182      -0.8789512559 -0.873102853 -0.032131808  0.417932239  0.09984500
## Hlil_183      -0.6943649694 -1.395012133 -0.636441990 -0.558621554 -0.59991145
## Hlil_184       1.3413684652  0.528580899  0.372480681  0.853133389 -0.58263612
## Hlil_185       1.2305511752 -0.074272244 -0.569097482  0.267479334  1.43952951
## Hlil_186       0.5134573389  1.053569707 -0.110310456 -1.079023743 -0.36441818
## Hlil_188      -0.0751046116  0.314163849  1.002279058 -0.997837568  0.23787018
## Hlil_189       0.4870947440 -1.027791482  0.219424986 -0.010307316 -1.47360312
## Hlil_190       1.1191967709  0.986539969  0.286737608 -0.522449961  0.08051177
## Hlil_191      -0.9408820930  0.943376065  0.204113315  0.969637751 -1.32504921
## Hlil_193       0.2706221934 -1.291793204 -0.745812664  0.028168904 -0.41931818
## Hlil_196       0.2292237723  1.081904060 -0.243414058 -1.097108501 -1.68010688
## Hlil_197      -1.2402113044 -1.286364077 -0.280981229  0.040366042  1.98955623
## Hlil_198       0.4844780011 -1.153979458  1.022178643  1.777853542 -0.36523854
## Hlil_199       0.1698137786  0.260664178  0.767400566  0.827741160  1.13889038
## Hlil_200       1.5880779585 -1.357907210 -1.124252982 -1.029508419  0.53538838
## Hlil_201       0.2691370990  0.236851092  0.394808347 -0.025181141  0.04461915
## Hlil_202      -0.0076336371  0.492442222 -0.202658130 -0.986096968 -0.40767895
## Hlil_203      -0.2128616024 -0.141103251 -0.818821346  0.439788605 -1.01916251
## Hlil_204      -0.0494521991 -0.515190681  1.715111519  0.149202771 -1.40727528
## Hlil_205      -0.0516335873  0.426728221  0.217155584  0.463538730 -0.28996960
## Hlil_206      -2.2117874671 -0.104032738  1.458340427 -0.189247984  1.14630405
## Hlil_207       0.3615238399 -1.042619472  0.297478480 -0.662861642  0.26935491
## Hlil_209       0.1451148397 -0.359669609 -0.800191988 -0.047768578 -1.09043508
## Hlil_210      -0.6125953185  1.057712759 -0.460396241  0.467538514  0.15240645
## Hlil_211       1.1602177938  0.654615662 -0.505158281  0.505992784 -0.17789064
## Hlil_213      -0.2454482859  0.740985474  0.756063341  0.209073222 -1.45926708
## Hlil_214      -0.8693110914 -0.357307543  0.759670595  0.041420157  0.45878972
## Hlil_216       0.5338043451 -1.279644598  0.039126721 -0.788470196 -0.13087854
## Hlil_219       0.1843789725  1.043750209 -0.148775478 -0.694543451  0.15889403
## Hlil_220       1.4045384184 -0.075923975 -0.779673424  1.261758320 -0.18422596
## Hlil_224       0.7361829880 -0.403348004  0.571685109 -0.156344035  0.20494947
## Hlil_226       0.0779888824  0.876583357  0.374109563  0.337672601 -0.07259261
## Hlil_231      -0.5950744588 -0.228467635 -0.629741843  0.016186915  0.31660455
## Hlil_233       0.3637339049 -0.028714004  1.476433997  1.471359581 -0.82457107
## Hlil_235      -0.2552425567  0.627262135  0.841271153 -0.463775817  0.27371066
## Hlil_242      -0.1045905694  0.150535346  0.537823863 -0.791376385  0.51867844
## Hlil_243      -0.8090393896  0.639543276  0.968286898  1.687916576  0.54057496
## Hlil_244       0.7743147320  0.593105196 -0.282975350  1.720817895  0.26584479
## Hlil_245       0.4078495162 -0.632511362 -0.602981962 -0.214214282 -0.46183823
## Hlil_246       0.8595704585  0.067101911 -0.543749390 -1.122642493  0.56904193
## Hlil_247      -0.9306255029 -0.547128660  0.088826183 -0.003639620  0.44347743
## Hlil_248      -1.0405333034  0.167206137 -0.586738251 -0.037568598 -0.29474854
## Hlil_NBG_351   0.0899893831 -0.090177923 -0.006156834 -0.015695583  0.04046432
## Hlil_NC_167   -0.3021142113  0.221469985 -0.004515874 -0.194151939  0.36310293
## Hlil_NC_170   -0.2482834129  0.565259788 -0.346489123 -1.183620697 -0.01347662
## Hlil_NC_171   -0.4114361014  0.377387419  0.156108524 -0.049339114  0.32519759
## Hlil_NC_172   -0.0600480063  0.398999874  0.172390755 -0.091668046  0.49985827
## Hlil_NTBG_260  0.6353094974 -1.428813908  0.205093245  0.013461176 -0.78023574
## Hlil_W_222    -0.0791854484 -0.037566344 -0.386493664  0.001163333 -0.11380172
## Hlil_W_223    -0.5461082043 -0.954708655 -0.296294246 -0.128347108 -0.22510427
##                       PC71         PC72         PC73         PC74         PC75
## Hlil_130       0.053495900  0.171827486  0.329171771 -0.186323134 -0.127939688
## Hlil_132       1.036786508 -1.141678717  1.151290704 -0.551878191  1.016002886
## Hlil_135      -0.686068353 -0.198863558 -0.865128880  0.472290761 -0.659132832
## Hlil_137      -0.350041692 -0.018157114  0.558309424  0.252919612  0.377132792
## Hlil_143       1.082599622  0.583635170  0.204839529 -0.444177646  0.357454113
## Hlil_145      -0.044845439 -0.314022510  0.747036036 -0.106640352 -0.399470138
## Hlil_146      -0.216123662  0.531259359  0.715513265 -0.263074603  0.064584155
## Hlil_147       0.190642457 -0.001960066  0.211240637  0.552988170  0.157793220
## Hlil_148      -0.392625419  1.134149130 -0.666180814  1.206208810 -0.922624534
## Hlil_150       1.002392975 -0.258929332 -0.413672295 -1.146989919 -0.186901828
## Hlil_152      -1.973171399  0.591446053 -1.049851083 -1.593736559  0.624122092
## Hlil_153       0.269164548  1.372024335 -0.083540939  1.430010334  1.703470078
## Hlil_154       0.355109230 -0.669866346 -0.884006816 -0.361044636  1.180480748
## Hlil_155      -1.111307603  0.461549541 -0.331240620 -0.380824009  0.501420613
## Hlil_156      -1.654751457 -1.515611396  0.748333212 -0.392783934 -0.700965966
## Hlil_157       0.507049037  0.519325278  1.656415707 -0.070110185 -0.759071487
## Hlil_158       0.494919924 -2.143332901 -0.986784222  1.038610738 -2.827988008
## Hlil_159      -0.332278759 -1.686419998  0.043445474  0.066097725  0.688797803
## Hlil_160       0.937989899 -0.427647448  0.152833616  2.012029044  0.871836509
## Hlil_161       0.051512480  1.235769261  0.035820720 -2.878266648 -0.906114999
## Hlil_162       0.186202747 -0.716759435 -0.773747729 -0.033051459  0.006346483
## Hlil_163       0.064556671  0.216530279 -0.206714981  0.666406299 -0.160189586
## Hlil_164       0.517822127  0.027047897 -0.591525622 -0.280927202 -0.653274736
## Hlil_165       0.525255210 -0.807710039  0.409261306 -0.403585078 -0.203679951
## Hlil_166      -0.144144867 -0.917538222 -0.832198834 -0.185139451 -0.027471487
## Hlil_168      -1.183892286  1.244999412 -0.321625093 -0.030044825  0.586410145
## Hlil_169       0.474709692 -0.195016665  0.735680754 -0.352424608 -0.138075182
## Hlil_173      -0.604483852  0.497766769 -1.052345244  0.478426313 -0.485075874
## Hlil_174      -0.513267963  0.388796282 -1.134483486  0.382080678 -0.528835220
## Hlil_175      -0.851899599  0.138311332 -1.034802240  1.089250646 -0.642321727
## Hlil_176      -0.274100401  0.732705232  0.471677182  0.657896570 -0.490545584
## Hlil_177       0.388774664 -2.002871849 -0.909528060  0.067672282  0.995368914
## Hlil_178      -0.297999802  0.511181142  0.775066156  0.448168005 -0.595527695
## Hlil_179      -1.137170911  0.194576597  0.237256838 -0.472914603  0.268043314
## Hlil_180      -0.122857727  0.040665874  0.341739441  0.182026836  0.394335914
## Hlil_181       1.431219319 -0.295477362  0.315239888 -1.069411240 -0.220144115
## Hlil_182      -1.037200567  0.640249327  0.591340156 -0.600563328  0.114062997
## Hlil_183       0.437522971  0.444093119 -1.101186538 -0.222882525 -0.413323122
## Hlil_184       0.339554980  0.052573347  0.248969207  0.139330522 -0.333301545
## Hlil_185      -0.904731187 -0.037165334 -0.588964340 -0.512918858  0.828451214
## Hlil_186       1.027506385  0.898214570  0.480399030 -0.177660547 -0.459754828
## Hlil_188       0.303744813  0.587720349  0.093529100  0.208847000 -1.082428724
## Hlil_189      -0.393623944 -0.150515711  0.786666944  0.094701661  0.284860843
## Hlil_190       0.818189441  0.537394370 -0.924380302  0.421399331 -0.986945384
## Hlil_191      -0.550919145 -1.110850528 -0.008037834 -0.005938762  0.759834624
## Hlil_193       0.008843048 -0.242863663  1.149862021  0.408760969  0.977106459
## Hlil_196       0.074871729  0.367051191  0.345061480 -0.031558715 -0.027625109
## Hlil_197       0.289475433  0.296822855  0.118745791  0.193177573 -0.410651223
## Hlil_198      -0.354694473 -0.049748375 -0.710292793  0.467760985  0.181719416
## Hlil_199      -0.407793049 -0.450249886 -0.818102391  0.143052778  0.949474388
## Hlil_200      -0.689577906 -0.108563537  1.230343898 -0.149803292  0.138967941
## Hlil_201      -0.135106282  0.090653959  0.104681395  0.238267098  0.071461709
## Hlil_202      -0.053876875 -0.762817765 -1.420710749 -0.606664334 -0.274797490
## Hlil_203       0.619562544 -0.771420547  0.260614211  0.502158979 -0.003519370
## Hlil_204       0.489728756 -0.284681500 -0.237993151  0.138539561 -0.096109740
## Hlil_205      -0.408313570 -0.109630708  0.169409452  0.008001377  0.173134925
## Hlil_206       1.536259576  0.118724172  0.263893465 -0.575548537  0.430062391
## Hlil_207       0.238033901  0.254022134 -0.727557658 -0.470089969  0.330907771
## Hlil_209       0.004860039 -0.012473354 -0.345091272 -0.639337351 -0.326357579
## Hlil_210      -0.172558534  0.133881111  0.569207609  0.470509931  0.401905949
## Hlil_211       2.103697990  0.820901747 -0.949151250 -1.097768521  0.618759871
## Hlil_213       0.478263688 -0.432298887 -0.105451788  0.079181565  0.498728706
## Hlil_214      -1.068018909 -0.988306806  0.805967732  0.294341118 -0.077366533
## Hlil_216       0.365130621  0.360395429 -0.050109689 -0.089075333  0.386593421
## Hlil_219       0.468249178 -0.333235100  1.125505494 -0.402099415  0.526779464
## Hlil_220      -0.633024312 -0.466637033  0.358215977  0.312032181 -0.416975470
## Hlil_224       0.265893845  0.596823937  0.337531002  0.056129758 -0.978863528
## Hlil_226       0.382447205 -0.352735568 -0.231201171  0.709293523 -0.125096535
## Hlil_231      -0.495660733 -0.064563140  0.460535615 -0.047205823  0.099090638
## Hlil_233       0.604903936  0.442796184  0.312919490  0.727770092 -0.192008895
## Hlil_235      -0.688362404 -0.343782159  0.317050164 -0.106164818  0.107592430
## Hlil_242       0.345142334  0.041274601  0.061540453 -0.264964667 -0.294581410
## Hlil_243       0.137051435 -0.719866592  0.054198719 -1.488054675 -0.763287855
## Hlil_244      -1.268909959 -0.379196410 -0.134191433 -0.618375517  0.935613164
## Hlil_245      -0.026490458  0.120016176 -0.414803847 -0.233927643  0.214090602
## Hlil_246       1.072928250  0.429684179 -0.953521473  1.117280259  1.942483848
## Hlil_247      -0.380973282  0.080749140 -0.267079261 -0.489623148 -0.038808558
## Hlil_248       0.271473300  0.893967135 -0.440989619 -0.346378408  0.119614576
## Hlil_NBG_351   0.641008895 -0.405578785  0.253861634  0.006085473 -0.363895776
## Hlil_NC_167   -0.408534600  0.374387892  0.615135225  0.613557166 -0.271066449
## Hlil_NC_170   -0.132224193  0.439183157  1.603106783  0.321178082 -0.148254136
## Hlil_NC_171   -0.486135516  0.511051961  0.525300949  0.578366566 -0.432723324
## Hlil_NC_172   -0.205176840  0.469974114  0.432529944  0.559293116 -0.282262070
## Hlil_NTBG_260  0.279720931  0.163539736  0.234360800  0.416156470 -0.389886497
## Hlil_W_222    -0.074500126 -0.129238317 -0.155465897 -0.203518275 -0.121022874
## Hlil_W_223    -0.306830182  1.258570343 -1.028995985  0.355214788  0.061367528
##                       PC76         PC77         PC78         PC79         PC80
## Hlil_130      -0.839975238 -0.038873928 -0.330466315  0.283721747  0.034252087
## Hlil_132      -0.267751388 -0.397878486  0.260518286  0.023788601  0.193611071
## Hlil_135       0.235271353 -0.428056346  0.354332568 -0.005482757  0.278188629
## Hlil_137      -0.363065801 -0.138475904 -0.180796686  0.184374115  0.136504226
## Hlil_143       0.483864498 -0.344387831  0.163889109 -0.054385648  0.108092517
## Hlil_145       0.083747243  0.031537249 -0.226756209  0.155019279 -0.168527218
## Hlil_146      -0.586752615 -0.062238642  0.218842106  0.333440307  0.270253211
## Hlil_147      -0.053098828  0.499523691  0.168673970 -0.240466846  0.035909561
## Hlil_148      -0.069085917  0.131804295 -0.414711038 -0.138265898  0.032197808
## Hlil_150      -0.195007951  0.132470016  0.054777131 -0.081192430 -0.237434582
## Hlil_152      -1.216502577  0.643812663 -0.381313457 -0.199768267 -0.019368530
## Hlil_153       0.015785128  0.690185894 -0.330838633 -0.027723427  0.120729735
## Hlil_154      -0.095640825  0.107804502 -0.003405444 -0.169772466 -0.147590456
## Hlil_155      -0.169841160 -0.275883319 -0.253739115  0.070278510  0.032519783
## Hlil_156       3.744983690  0.217477373  0.083552716  0.803012425  0.176578085
## Hlil_157       0.733824681 -0.319022634  0.488452016  0.010138002 -0.072530095
## Hlil_158      -1.565854059 -0.718231130 -0.620959569 -0.593180824  0.066391453
## Hlil_159       0.612444447  0.155437832 -0.282877996 -0.156008757  0.313880974
## Hlil_160      -0.746328533 -0.759710968 -0.015536646  0.014756595  0.180117383
## Hlil_161      -0.281686920 -0.073605764 -0.091564343 -0.353768966 -0.078825406
## Hlil_162      -0.337266607  0.050592632  0.264667613 -0.114746700 -0.053914141
## Hlil_163       0.411519516  0.083011214 -0.004087659 -0.260568291  0.017602715
## Hlil_164       0.660856293 -0.138277169  0.382387061 -0.002919059 -0.040249933
## Hlil_165       0.428682496 -0.318329354  0.298954015 -0.080759356 -0.293404691
## Hlil_166      -0.088824145  0.043142300  0.137203169 -0.054892794 -0.069647910
## Hlil_168       0.371016257 -1.859220274  1.254816572 -0.577427411 -0.054086387
## Hlil_169      -0.115568369  2.889386752 -3.066081590  1.032604883 -0.073129746
## Hlil_173       0.534639068  0.419936929  0.126766148  0.066131288  2.124562010
## Hlil_174       0.253929503  0.735728950  0.156701492  0.259301164  2.153932212
## Hlil_175       0.531072691  2.314845556  1.554568382 -0.739580164 -2.795911954
## Hlil_176      -0.692615243 -0.392124163  0.205108633  1.106460677 -0.675136121
## Hlil_177       0.933724801 -0.075839277 -0.154984152  0.132423636 -0.007137528
## Hlil_178      -0.274846115  0.430381951  0.026374113  0.017625408  0.048200343
## Hlil_179      -0.229816235 -0.157945375 -0.147113648 -0.069848611  0.025090255
## Hlil_180       0.142930872 -0.100390675  0.335135468  0.002643196  0.111628017
## Hlil_181      -0.416887812 -0.040457385  0.741369706  0.004902188 -0.064207612
## Hlil_182       0.037747077  0.351247567  0.035012803 -0.128820176 -0.003443276
## Hlil_183       0.054622683  0.103079195  0.135766362 -0.078593228  0.201047828
## Hlil_184      -0.170891154 -0.144031068 -0.239986240  0.178697057  0.120192515
## Hlil_185      -0.834070558 -0.011244264 -0.092159066 -0.216259154 -0.117312407
## Hlil_186       0.520482770 -0.072680763  0.264391614  0.048434496 -0.019873291
## Hlil_188      -0.042835901 -0.054328567  0.394388875 -0.066817951 -0.083796648
## Hlil_189      -0.291013357 -0.117198068  0.181014492  0.145561470  0.108237650
## Hlil_190       0.170680445 -0.208460769  0.388459024 -0.058780753  0.020028209
## Hlil_191      -0.327355511 -0.260711044  0.069211049 -0.031215011 -0.077930371
## Hlil_193       0.004475890 -0.124143607  0.246136217  0.070103889  0.023950099
## Hlil_196      -0.218384435 -0.213222821 -0.153281480  0.194040148  0.087855784
## Hlil_197      -0.104004107  0.278294953  0.010893121  0.047126190  0.050232442
## Hlil_198      -0.004012999  0.046246782  0.045677775 -0.137622881 -0.024101687
## Hlil_199      -0.588557811 -0.197940848 -0.082603546 -0.225159013 -0.085452823
## Hlil_200      -0.186724614  0.012156132  0.319923307  0.245187924 -0.081414808
## Hlil_201      -0.131740831  0.022059912  0.094099835 -0.078926778  0.053448186
## Hlil_202      -0.401216398 -0.158994486 -0.155732830 -0.128954437 -0.160259254
## Hlil_203       0.097545659 -0.214729081 -0.166878023  0.218586366  0.087372950
## Hlil_204      -0.172585637  0.156435712 -0.074746453  0.053781571  0.068082556
## Hlil_205      -0.326710688  0.010612363  0.051456650 -0.229990629 -0.080600803
## Hlil_206       0.005586031  0.050841975 -0.145525934 -0.050141184 -0.211248459
## Hlil_207      -0.165433844  0.156557474  0.208254785  0.076542907  0.116560646
## Hlil_209      -0.301630953  0.015337785 -0.054915374  0.272947552 -0.091141101
## Hlil_210       0.242064939 -0.173936893  0.087935064 -0.342851554  0.038366974
## Hlil_211       0.716837365  0.302960111  0.271956420  0.271226995 -0.004667034
## Hlil_213      -0.419226576 -0.197966648  0.308490615  0.144980549 -0.089415641
## Hlil_214      -0.494065397  0.068884611 -0.028177917 -0.083661150 -0.254725264
## Hlil_216       0.176931400  0.411929760  0.416331781 -0.085072126 -0.029868813
## Hlil_219      -0.403626262 -0.547640432  0.168627483  0.071673255 -0.344835814
## Hlil_220       0.074089455 -0.080712085 -0.122901315 -0.170324724 -0.086298466
## Hlil_224       0.772856693 -0.197139971  0.387673446 -0.148964905 -0.055298298
## Hlil_226      -0.010710815 -0.324257047 -0.242173753  0.006551108  0.015505971
## Hlil_231      -0.454891941 -0.092655596  0.026227123  0.179036376 -0.041045722
## Hlil_233       0.564504293 -0.256910095 -0.270683985 -0.414860324  0.023976006
## Hlil_235      -0.186833054 -0.270388399 -0.046414643 -0.024244547  0.094555236
## Hlil_242       0.342062825  0.337691218  0.440224944  0.318748450  0.200121558
## Hlil_243      -0.009690131 -0.336587493 -0.274931900 -0.283703990 -0.126333579
## Hlil_244       0.136164561 -0.308489570  0.184766449  0.052536619  0.012913178
## Hlil_245      -0.179232691  0.268646744  0.234524077 -0.020609581  0.059508795
## Hlil_246       0.677825270  0.611719173  0.008395929 -0.112402188 -0.002595589
## Hlil_247       0.308671333  0.184774851 -0.021656371 -0.044341727 -0.086496199
## Hlil_248       0.282269463  0.152396271 -0.051957521  0.051532589  0.111854526
## Hlil_NBG_351  -0.165965243  0.006099235 -0.053909237 -0.034451003 -0.089458613
## Hlil_NC_167   -0.621195564  0.197393903  0.162346905  0.878877394 -0.197507511
## Hlil_NC_170    0.171155878  0.520592864 -1.056380485 -3.812353489  0.549302381
## Hlil_NC_171   -0.699356527 -0.035771233  0.346421961  1.255707671  0.244354521
## Hlil_NC_172   -0.424759421  0.041363648  0.221248916  1.202920791 -0.066450898
## Hlil_NTBG_260  0.066827036 -0.037869661  0.094845668  0.098940164  0.044200797
## Hlil_W_222     0.130277767 -0.042909654 -0.070145001  0.057183266 -0.068350658
## Hlil_W_223     1.211167390 -2.564533257 -3.171399393  0.288334359 -1.360885547
##                        PC81         PC82          PC83          PC84
## Hlil_130       0.0390858521 -0.042138582 -0.0132938444 -0.0829858390
## Hlil_132      -0.0096048176  0.018024950 -0.0079156673  0.0052484732
## Hlil_135      -0.0741670630 -0.057125757  0.0468421605 -0.0434060352
## Hlil_137       0.0765104215 -0.052120817  0.0051852345 -0.0085217551
## Hlil_143       0.2863982476  0.076072411 -0.0027945792 -0.0107508596
## Hlil_145      -0.0112569719  0.005159790 -0.0657380117 -0.0044952489
## Hlil_146       0.0313980595 -0.005307687  0.0269716614 -0.0517114214
## Hlil_147       0.0729305723 -0.115217150  0.0150502401  0.0413301857
## Hlil_148       0.0241965958  0.028730510 -0.0039878922  0.0170659894
## Hlil_150      -0.0333148138 -0.015309381  0.0044743186  0.0226562414
## Hlil_152       0.1441298620  0.038009203 -0.0080631649 -0.0446287136
## Hlil_153      -0.0396912338  0.112494547  0.0064069791 -0.0202520514
## Hlil_154      -0.0230878168 -0.017273556  0.0107539828  0.0268866227
## Hlil_155       0.0986820198  0.011888530 -0.0085227693  0.0464110782
## Hlil_156       0.2192335614  0.089667545  0.0096860772  0.0262389280
## Hlil_157       0.1306136166 -0.020451653 -0.0109848860  0.0217917579
## Hlil_158       0.1886965751 -0.030562556 -0.0375099809 -0.0307995854
## Hlil_159      -0.1262619366  0.016705981 -0.0056554856 -0.0279125495
## Hlil_160       0.1140855084  0.048314121 -0.0137939891 -0.0103437037
## Hlil_161      -0.0485275246  0.001171334 -0.0326889238  0.0105340605
## Hlil_162      -0.0615617968 -0.035224528  0.0203848578 -0.0439126303
## Hlil_163      -0.0156098812  0.013714469  0.0076307417  0.0582890999
## Hlil_164       0.0373357193 -0.033074685  0.0014850009  0.0363677205
## Hlil_165      -0.2538742438  0.121338921  0.0266290667 -0.0174182236
## Hlil_166      -0.1138229653 -0.006796501  0.0407870206  0.0437979294
## Hlil_168       0.0271148303 -0.005392779 -0.0278437096  0.0773292373
## Hlil_169       0.1387189419  0.140999552 -0.0643823446 -0.0903099583
## Hlil_173      -0.1288633242  0.613107190 -1.3237973591 -1.2778149505
## Hlil_174       0.4081036657 -0.118024403  1.3079878867  1.3491705292
## Hlil_175       0.1656087144 -0.198740586 -0.0395198769 -0.1155634168
## Hlil_176       1.0816641003  2.473599597  0.3354715700 -0.2316311889
## Hlil_177      -0.0801583105  0.040178947 -0.0110109860 -0.0265140241
## Hlil_178      -3.7308778770  0.406467858  0.2298556288  0.2129441520
## Hlil_179      -0.0420183717  0.041074550  0.0306293850  0.0063544052
## Hlil_180      -0.0381598335 -0.037363289  0.0211616073  0.0161833265
## Hlil_181       0.0024603472 -0.022854205  0.0323429285  0.0511050709
## Hlil_182       0.0049575268 -0.013096420  0.0337142869 -0.0504897038
## Hlil_183      -0.0188979159 -0.042158691 -0.0210641058 -0.0421751191
## Hlil_184       0.0359108848 -0.042183772  0.0767595670  0.0259721919
## Hlil_185      -0.0444490502  0.054164423  0.0052618831 -0.0311604933
## Hlil_186      -0.0625045235 -0.054204213 -0.0322626488  0.0347941240
## Hlil_188      -0.0503393576 -0.072295831  0.0004126112  0.0333403947
## Hlil_189      -0.0835632534  0.012710114  0.0157303120 -0.0456578642
## Hlil_190      -0.0925025245  0.037630849 -0.0127092003  0.0156210469
## Hlil_191      -0.0229929930  0.048739227  0.0095305403  0.0258364854
## Hlil_193       0.0539695505  0.021346527  0.0175679768 -0.0622781860
## Hlil_196       0.0202965067  0.007182331  0.0035543919  0.0227230308
## Hlil_197       0.0899086813  0.001439712  0.0206653182 -0.0383868984
## Hlil_198      -0.0551897672  0.021048539  0.0170447126 -0.0214317558
## Hlil_199       0.0005715317 -0.010232740 -0.0120417549 -0.0342506450
## Hlil_200      -0.0329097961 -0.005042504  0.0527494627  0.0158754590
## Hlil_201      -0.0393950996 -0.002001915 -0.0355589246  0.0084180891
## Hlil_202      -0.1649789493  0.041706759  0.0045358041 -0.0186070379
## Hlil_203       0.0622243123  0.018853871 -0.0085600587  0.0201599966
## Hlil_204       0.0274884208 -0.019820865 -0.0045101269 -0.0189369704
## Hlil_205      -0.0365217800 -0.009100687  0.0119949891  0.0266013636
## Hlil_206       0.1986145294  0.034485571 -0.0128880746 -0.0485161723
## Hlil_207      -0.0880861972  0.003903753 -0.0304995785 -0.0212492684
## Hlil_209       0.0021725414  0.001491973  0.0299166765  0.0383396219
## Hlil_210       0.1726644659  0.065580200  0.0143405090  0.0179358665
## Hlil_211       0.0140623246 -0.047494300 -0.0982560750 -0.0186306530
## Hlil_213      -0.1206039182 -0.015254648 -0.0381626410  0.0312564050
## Hlil_214       0.0496743387  0.022976655  0.0546318064  0.0100156811
## Hlil_216       0.0901599340 -0.079753863 -0.0002093391  0.0245488936
## Hlil_219      -0.2208202637 -0.017073349 -0.0577214778 -0.0229335360
## Hlil_220      -0.0580607363  0.032977849 -0.0151995681 -0.0055782948
## Hlil_224       0.0264343950 -0.015954696 -0.0127916849  0.0308708115
## Hlil_226      -0.1509689774 -0.011265696 -0.0225366208  0.0047062666
## Hlil_231      -0.0619241146 -0.028491291  0.0019954323 -0.0009437175
## Hlil_233       0.0264809628  0.047510038  0.0125994953 -0.0126737818
## Hlil_235      -0.0336437073  0.016035711 -0.0029325696  0.0135582545
## Hlil_242       0.0294078744 -0.080264322 -0.0447501282  0.0050233056
## Hlil_243       0.2164240782  0.070624957 -0.0306195254 -0.0214294062
## Hlil_244       0.0034857110 -0.016197024  0.0267782344  0.0135369867
## Hlil_245       0.0249738183  0.002929632 -0.0048085930 -0.0266978357
## Hlil_246      -0.1296489874  0.020878056  0.0033210881  0.0461648140
## Hlil_247       0.0290097309  0.008415862 -0.0121665437 -0.0229775215
## Hlil_248       0.0607018119 -0.006817618  0.0016630272  0.0252713667
## Hlil_NBG_351   0.0185255881 -0.005623914 -0.0415397878 -0.0095201513
## Hlil_NC_167    0.6108354921 -0.308137651 -1.4421162198  1.7363208248
## Hlil_NC_170    0.6816427053 -0.150573206  0.1038769318 -0.1126278897
## Hlil_NC_171    0.2151933013 -1.650136662 -0.6235996057 -0.6977436858
## Hlil_NC_172    0.4963296872 -0.931031677  1.5212626103 -0.8967194347
## Hlil_NTBG_260  0.0536571437 -0.081773150  0.0083786807  0.0290684693
## Hlil_W_222     0.0166837427 -0.016195952  0.0563397662 -0.0006190979
## Hlil_W_223    -0.2205681082 -0.344197843  0.0106458614  0.0955427177
##                        PC85       pop   missing
## Hlil_130       0.0150275418    il_130 0.7733740
## Hlil_132      -0.0009877552    il_132 0.7359660
## Hlil_135      -0.0071845584    il_135 0.8478562
## Hlil_137       0.0336940200    il_137 0.8450263
## Hlil_143       0.0019397712    il_143 0.7906711
## Hlil_145      -0.0021938176    il_145 0.8210839
## Hlil_146       0.0470058515    il_146 0.7648209
## Hlil_147      -0.0369917022    il_147 0.6328198
## Hlil_148      -0.0043667450    il_148 0.6621198
## Hlil_150      -0.0360214085    il_150 0.6307372
## Hlil_152       0.0360118365    il_152 0.7379851
## Hlil_153       0.0040009575    il_153 0.7532472
## Hlil_154      -0.0343423237    il_154 0.7993196
## Hlil_155       0.0107368131    il_155 0.8546287
## Hlil_156      -0.0229991567    il_156 0.7195911
## Hlil_157      -0.0136386775    il_157 0.8648034
## Hlil_158       0.0360941235    il_158 0.7697493
## Hlil_159      -0.0223569368    il_159 0.6851878
## Hlil_160       0.0020015033    il_160 0.7676508
## Hlil_161       0.0083923315    il_161 0.7035023
## Hlil_162       0.0157869272    il_162 0.7660292
## Hlil_163      -0.0566992575    il_163 0.6272237
## Hlil_164       0.0326562339    il_164 0.7317531
## Hlil_165      -0.0515912762    il_165 0.8224035
## Hlil_166       0.0010809994    il_166 0.7821497
## Hlil_168      -0.0332414336    il_168 0.8560913
## Hlil_169      -0.0856903967    il_169 0.7274288
## Hlil_173       0.6728951488    il_173 0.7325480
## Hlil_174      -0.5870663347    il_174 0.7139791
## Hlil_175      -0.0349930080    il_175 0.8340885
## Hlil_176      -0.6171732142    il_176 0.8513537
## Hlil_177      -0.0709453487    il_177 0.7333588
## Hlil_178      -0.0149866972    il_178 0.7315782
## Hlil_179       0.0052325083    il_179 0.7404334
## Hlil_180      -0.0572921989    il_180 0.8200982
## Hlil_181      -0.0026978476    il_181 0.8999221
## Hlil_182       0.0057795418    il_182 0.8166007
## Hlil_183       0.0126016915    il_183 0.8819415
## Hlil_184      -0.0244052642    il_184 0.8466797
## Hlil_185       0.0059790802    il_185 0.8387307
## Hlil_186       0.0086541613    il_186 0.8908284
## Hlil_188       0.0087177434    il_188 0.8381743
## Hlil_189       0.0073692862    il_189 0.9056772
## Hlil_190       0.0180060368    il_190 0.8698590
## Hlil_191       0.0155345028    il_191 0.8447084
## Hlil_193      -0.0162207952    il_193 0.8145181
## Hlil_196       0.0331717451    il_196 0.8577924
## Hlil_197       0.0166449094    il_197 0.8582216
## Hlil_198      -0.0215272064    il_198 0.8801132
## Hlil_199       0.0299411181    il_199 0.8827841
## Hlil_200       0.0148222656    il_200 0.8647398
## Hlil_201      -0.0116047259    il_201 0.8559959
## Hlil_202       0.0108470571    il_202 0.8613377
## Hlil_203       0.0157810700    il_203 0.8721642
## Hlil_204       0.0349894614    il_204 0.8769177
## Hlil_205       0.0208806951    il_205 0.8200029
## Hlil_206      -0.0063681144    il_206 0.8692072
## Hlil_207      -0.0030505592    il_207 0.7996057
## Hlil_209       0.0122280342    il_209 0.8182064
## Hlil_210       0.0275684287    il_210 0.8054880
## Hlil_211      -0.0197035351    il_211 0.8725298
## Hlil_213       0.0423942496    il_213 0.8610197
## Hlil_214      -0.0156923581    il_214 0.7936122
## Hlil_216      -0.0093439401    il_216 0.8756936
## Hlil_219       0.0062737113    il_219 0.8526732
## Hlil_220      -0.0526969834    il_220 0.8123400
## Hlil_224       0.0046862062    il_224 0.8791116
## Hlil_226      -0.0055644493    il_226 0.8799701
## Hlil_231       0.0752419476    il_231 0.9046279
## Hlil_233       0.0093178766    il_233 0.8983005
## Hlil_235       0.0327692859    il_235 0.8661706
## Hlil_242      -0.0015676729    il_242 0.8976010
## Hlil_243      -0.0124399790    il_243 0.8177294
## Hlil_244      -0.0400966234    il_244 0.8955025
## Hlil_245      -0.0045087669    il_245 0.9065039
## Hlil_246      -0.0930009996    il_246 0.8834677
## Hlil_247       0.0031164103    il_247 0.8926249
## Hlil_248      -0.0007113277    il_248 0.7170633
## Hlil_NBG_351  -0.0043705910 il_NBG_35 0.8648829
## Hlil_NC_167    0.9650339362 il_NC_167 0.7351393
## Hlil_NC_170   -0.0679132330 il_NC_170 0.8347085
## Hlil_NC_171   -1.6483126476 il_NC_171 0.6576048
## Hlil_NC_172    1.4700430329 il_NC_172 0.7752818
## Hlil_NTBG_260  0.0179174795 il_NTBG_2 0.8837856
## Hlil_W_222     0.0127850574  il_W_222 0.8956932
## Hlil_W_223    -0.0090927225  il_W_223 0.8783803
# then looking at vcfR.miss50
assess_missing_data_pca(vcfR=vcfR.miss50, popmap = popmap.miss50, thresholds = .8, clustering = FALSE)
## cutoff is specified, filtered vcfR object will be returned
## 63.57% of SNPs fell below a completeness cutoff of 0.8 and were removed from the VCF

## [[1]]
##                     PC1        PC2          PC3         PC4         PC5
## Hlil_130      -4.426597  2.4036624   0.72794375  1.07571934 -0.69732976
## Hlil_132      -4.722237  3.0993422   0.80893962 -1.39624854  0.58603472
## Hlil_137       2.962717 -1.7063158  -0.30795854 -0.52694777 -4.80876818
## Hlil_143      -5.114910 -3.2286995  -0.05919052  0.80584190 -0.23331290
## Hlil_145      -4.780735  2.1583350   0.25353617 -1.55652841 -0.85604410
## Hlil_146      -4.028169  1.8427199   0.24158281 -0.43719278 -0.58284532
## Hlil_147      -4.478235  2.6704854   0.13128176 -3.27302789  0.97824037
## Hlil_148      -5.841594 -4.0381725  -0.54801862 -0.07673719  1.60608337
## Hlil_150      -4.697094  1.9557655   0.51547028 -1.79921474  1.65120188
## Hlil_152      -5.715746 -3.1408099  -0.10067707 -0.84087003  0.85448725
## Hlil_153      -5.568888 -3.7936205  -0.18214302  0.14383500 -0.70626265
## Hlil_154      -4.851992  2.6286494   0.68427284 -0.49853611 -0.09842666
## Hlil_155      -3.670668  1.9763531   0.37591647 -0.07957879 -0.70243617
## Hlil_156      -4.760222 -3.2543060   0.45042532  1.03759836 -0.34737531
## Hlil_157       2.775926 -1.4478667  -0.28443915 -2.28035351  0.79261096
## Hlil_158      -5.396844 -3.4022860   0.03711361  1.02559698 -0.96143864
## Hlil_159      -5.126214 -3.0995442  -0.42876763 -0.49561917  0.71767238
## Hlil_160      -4.416562  1.3033803   0.26582705  0.43640388  0.36718140
## Hlil_161      -5.236695 -3.4653358  -0.20601616 -1.46709563 -0.50109955
## Hlil_162       3.344407 -1.3391520   0.03381788 -4.10098305  0.72391287
## Hlil_163       3.646775 -1.4522683  -0.18949263 -4.67442557  0.82100318
## Hlil_164       3.288167 -1.8185239  -0.25594728 -0.96776925  2.89786932
## Hlil_165      -4.570054  2.7129760   0.19948346 -0.08991886 -1.35665904
## Hlil_166       3.948472 -1.8108471  -0.06577795  1.09648792 -1.71489252
## Hlil_168       8.088713 -0.3769760   0.88257618 -0.31568539 -1.36971974
## Hlil_169      11.267014  0.5810862   0.43163034 -0.57107757 -0.89833928
## Hlil_173      -3.972215  7.8272246   0.98053614 -0.45600381  0.04341845
## Hlil_174      -4.015098  8.0364087   1.16509454 -0.28904160  0.04355031
## Hlil_175      -3.883832  7.0015987   1.24041693  0.18662004 -0.34961018
## Hlil_176      -5.527941 -3.2175005  -0.34024507 -0.55514614  0.17839840
## Hlil_177      -4.981515 -3.1184849  -0.74064789 -2.12807142  0.38567968
## Hlil_178      -5.535051 -3.3029917  -0.04178908  0.25716768  0.01522620
## Hlil_179       3.141755 -1.6580540   0.63547239 -1.15233626  2.31833830
## Hlil_180       3.787683 -1.9937352  -0.26253715 -3.05769243 -2.27424914
## Hlil_181      -1.717183  5.5977289   0.26775183 -0.64145419 -0.92387596
## Hlil_182      -3.796113  2.4853953   0.55325014  0.12571785  0.39488816
## Hlil_183       2.683958 -1.2174190  -0.37106708 -1.25533169  0.60782102
## Hlil_184       3.012381  2.5189930   0.67645961  1.06178578  0.39391483
## Hlil_185       3.345343 -1.0204127  -0.06445660  0.10859299  0.53709625
## Hlil_186       3.175950 -1.4652859  -0.16541699 -0.55444957 -0.93394555
## Hlil_188       3.560936  3.7850597   0.80172592  0.37374617  1.63527298
## Hlil_189       3.544383  3.1023763   0.27900351 -1.50631919 -2.34061143
## Hlil_190       2.691743 -1.2178990   0.52099168  0.48592982 -0.30316447
## Hlil_191       2.947211 -1.4423392   0.60804177  1.54749372  0.76297667
## Hlil_193       4.644790  3.8897752   0.63737554  1.10927310  2.78243603
## Hlil_195       2.532083 -0.5846318  -0.45117433 -0.75980600 -1.48802569
## Hlil_196       3.309552 -1.6469948   0.82317515 -0.43938009  0.43522911
## Hlil_197       3.332982 -1.9491662   0.80721753  0.81693661  1.58955458
## Hlil_198       3.614681 -1.7661231  -0.31265859 -3.05269172 -2.53418718
## Hlil_199       3.777443 -1.9591945   0.54425484 -0.16758696 -0.13612232
## Hlil_200       3.280093 -1.9798641   0.27354251  0.07653248  1.72226546
## Hlil_201       2.065038  2.7908898 -13.90542907  0.50171840  0.95138492
## Hlil_202       2.667658 -1.3748229   0.19058006 -1.00198398  0.26227797
## Hlil_203       3.379888 -1.5664195  -0.13128550 -1.20868671 -2.61075475
## Hlil_204       2.995462 -1.4351281   0.78507680  1.17518492  0.99499596
## Hlil_205       3.880639 -1.3237961   0.21831810 -2.15269907 -1.87388152
## Hlil_207       3.142214 -1.3490768   0.69511635  2.40867027  0.53868431
## Hlil_208       2.181309 -1.3728323   0.07902899  0.78668729  0.77735562
## Hlil_209       3.192427 -0.7804779   0.96502081  1.14987082 -0.09258241
## Hlil_210       2.935054 -1.4780667   0.92676561  1.29162975  1.84089926
## Hlil_211      -3.786542 -2.8748703   0.08636746 -0.34465548  0.23356576
## Hlil_212      -1.616011  4.2708043  -0.23776196 -0.14058311  0.47053169
## Hlil_213       2.679060 -1.7231873   0.52819679 -0.68483057  2.37361794
## Hlil_214      -4.049591  1.8515558   0.27377020 -0.30073270  1.24903797
## Hlil_215       2.647609 -1.3804024   0.82213509  1.04162753 -0.52666059
## Hlil_216       2.564274 -1.4248893   0.41856636  2.90597316  0.04518511
## Hlil_217       2.640729 -1.0598730   0.21736300 -0.18996748 -0.77798079
## Hlil_219      -3.495212  8.2568102   0.98928639  0.79657609 -0.69877856
## Hlil_220       3.394110 -0.6745595   0.67355810 -0.05137949  2.70890214
## Hlil_221       2.271571 -0.5501166   0.49895453  0.35303319 -0.60255554
## Hlil_224       3.286891 -0.9712417   0.16732971 -0.10361191 -3.17250768
## Hlil_225       2.506766 -0.6576640   0.43316303 -1.67072104  0.57952272
## Hlil_226       3.239132 -0.7425154   1.13452109  1.78869907 -0.17161942
## Hlil_228       2.727575 -0.1999472   0.69257470  0.66764069 -0.21854147
## Hlil_229       2.684866 -0.5765789   0.71233687  1.09572716  1.06576386
## Hlil_231       3.573073  3.5471258   0.90705528  1.16020459 -1.55843659
## Hlil_232       2.675523 -0.9442291   0.67991389  2.26305383 -0.34603506
## Hlil_233       3.254719 -0.3343178   0.19090716  0.68987575  2.49828841
## Hlil_235       4.428584  4.3905965   0.64049405  0.40844141  2.61866434
## Hlil_239       2.974150  3.0901440   0.27184511 -0.06574278 -0.02296928
## Hlil_240       3.074708 -0.7854076   0.72181720  2.40679563 -1.07076120
## Hlil_241       2.556986 -1.0681439   0.55152504  1.39819261  1.06288526
## Hlil_242       3.578354 -1.4823840   0.28999851 -0.26298378  1.16705490
## Hlil_243      -5.154173 -3.8772870  -0.39755536  2.51168664  0.26713319
## Hlil_244      -4.287672 -2.4035587  -0.17212284  1.89541036 -0.85402622
## Hlil_245       3.823424  4.2871321   0.14690412  0.78984808 -1.34335862
## Hlil_246      -4.915881 -3.1187184  -0.30866794  1.51830547 -0.59848600
## Hlil_247       3.468638  3.6178303   0.41357831  2.65346178 -1.48803220
## Hlil_248      -3.827816  1.4013023  -0.10367912  0.53269853  0.72379437
## Hlil_NBG_351  -3.538109  8.4554932   1.24206926  0.50137834 -0.47788746
## Hlil_NC_167   -5.522382 -3.4601615  -0.27369243 -0.42026075  0.12012058
## Hlil_NC_170   -4.125857 -2.8960839  -0.02637501  0.19215342 -0.56727670
## Hlil_NC_171   -5.587512 -3.5757318  -0.17476796 -0.23277705  0.32924885
## Hlil_NC_172   -5.712214 -3.5330546  -0.23087279 -0.53322020  0.23409977
## Hlil_NTBG_260 -4.835304 -3.4425428  -0.59198267  2.26033634 -1.45668859
## Hlil_W_222     1.677857  3.2683521 -12.63815593  0.82964556 -0.14237555
## Hlil_W_223    -3.430083  6.9867331   0.83664568 -0.77844387  0.18727146
## Hlil_WBG_226  -3.156688 -2.4391778  -0.68414136  1.86059497 -1.35171252
##                       PC6         PC7         PC8         PC9         PC10
## Hlil_130      -1.35069971 -3.24202104 -1.14366622  2.06421081 -0.025821714
## Hlil_132      -1.15686134 -1.40683847 -0.65067368  2.68655262  0.557278052
## Hlil_137       0.64206224 -0.79195200  0.61762950  0.05073729  0.584899844
## Hlil_143      -0.47835967 -3.39232525  1.45786130 -1.40234491 -0.986855659
## Hlil_145       2.28216483  0.19329823  2.48613420  0.46304728 -0.977678734
## Hlil_146      -0.55366277  0.57160150 -0.01780367 -0.29191948  0.924854192
## Hlil_147      -0.68691180  1.89006927 -1.60204736  0.22774971  1.310448494
## Hlil_148      -1.30432398  1.42559568  1.53311312  1.00089797 -0.287579470
## Hlil_150       0.07661852  1.69105664  0.91412681 -1.88233295 -0.711119619
## Hlil_152       0.92751579 -1.10169006 -0.52947812  0.97535838 -0.330391553
## Hlil_153       0.60300010 -0.44471807 -0.58440865  0.30796268 -0.521167938
## Hlil_154       1.79347205 -1.15618201  0.53317782  0.02483416  0.051367873
## Hlil_155       0.34358223 -1.51593034 -0.77757244 -1.76855793 -0.254497720
## Hlil_156       0.18800138 -1.25218631 -0.12552066 -0.61050956 -0.283710169
## Hlil_157       2.06276755 -0.93480167  0.88719389 -0.45943927  0.311364059
## Hlil_158       0.38758934 -1.80586284  0.40349053 -0.48723817 -1.241563888
## Hlil_159       0.46399416  0.91329243  1.86358216  0.28106035 -1.663776926
## Hlil_160       0.75149317  0.40103050  1.50973499 -0.49253534 -0.715248104
## Hlil_161       0.80723223  0.54321230  0.12996041  1.83118472  0.949788324
## Hlil_162       0.51145427 -0.14488845 -1.36206346 -0.16124834 -1.693403366
## Hlil_163       1.44325706 -0.56279704 -0.77262344 -0.92628964  0.357182837
## Hlil_164      -2.18347539  0.04464546  0.96589926 -0.57303694  0.067744668
## Hlil_165      -3.31743445  0.33578970 -1.99011048  1.69395728  0.672535419
## Hlil_166      -2.36364957 -0.28972685 -2.27313737  2.12768907  0.526516986
## Hlil_168      -0.81492073  0.78385942 -0.43220702 -0.24341564  0.174039607
## Hlil_169      -1.00767542  0.72333172  0.01447868 -0.02783770 -0.233658694
## Hlil_173      -0.04293791 -0.42411059 -0.35100658  0.25535952 -0.072759331
## Hlil_174       0.12442716 -0.46269839 -0.23146867  0.45297555 -0.137748538
## Hlil_175       0.15217976 -1.07332802 -0.06455008  0.09702256 -0.036827192
## Hlil_176      -0.12911342  0.17275312 -0.26114105  0.34853877  0.029014802
## Hlil_177      -0.06856774  0.31173879  0.15508336  0.58547905  2.203088003
## Hlil_178       0.07520229 -0.50290501 -0.31890574 -0.02885735 -0.262979201
## Hlil_179      -1.58649236 -0.57078113 -1.75738367 -0.76349946 -2.458222884
## Hlil_180      -0.23516569  1.02190441 -2.40705819 -0.49532672  0.210923977
## Hlil_181      -0.14914842  0.60293072  1.35858130  0.26130085 -0.084698698
## Hlil_182       1.12280385  0.51387328  0.79479217  0.22626190 -0.213003696
## Hlil_183      -1.73689235  0.59326770 -0.54733793  0.69762991  1.632711310
## Hlil_184      -0.91390327 -0.86823436  0.49911674  0.21583771 -1.561646223
## Hlil_185      -2.08331435 -0.06599248  1.13620465  0.17303208  0.433398056
## Hlil_186      -1.78448543  0.15922321  2.55831076 -0.24517394 -2.964449276
## Hlil_188      -0.87473021 -0.83064978 -1.00404321  1.35958781 -2.124219090
## Hlil_189      -1.30293025  0.69700876  2.60761716 -0.65509266  0.778190546
## Hlil_190       0.37684405  0.98147696  2.83228365  1.32807992  0.963286877
## Hlil_191       0.27733112 -0.26475351 -0.32808189  0.39731758 -2.473968795
## Hlil_193      -0.79179622  0.32893727 -0.60344363  2.78317220 -2.268412823
## Hlil_195       0.32854682  0.29299039  0.38110457  0.06815133 -0.240506980
## Hlil_196       1.90803201 -1.46578098  1.22737748 -3.13798791  3.115300178
## Hlil_197       1.32624884 -1.61399552 -0.04768876 -1.72420877  0.608268886
## Hlil_198       0.20937234  0.71015782  2.57986730  0.38339958 -0.047711931
## Hlil_199      -1.65368197  0.04853985 -0.87532873 -0.54359863 -2.337293969
## Hlil_200       0.95252431  1.77407198  0.42418852 -0.04601500 -1.314743315
## Hlil_201       0.41285775  0.02838401  0.06105209  0.55852110  0.336918780
## Hlil_202       2.44576370  1.82968368  0.39821383  0.67975535 -1.616950707
## Hlil_203       0.61871605 -1.49920167 -1.12054757 -0.55772201 -1.973381298
## Hlil_204       0.76295145 -1.36557314 -0.42160399  0.49287644  0.570879740
## Hlil_205      -0.24359824 -1.64398681 -0.87073901 -2.29527577  0.045123890
## Hlil_207       1.63398577 -2.36907750 -1.96787777 -3.78300553 -0.151730680
## Hlil_208      -1.25088469  0.61893099  0.19836075 -0.22012520 -0.263688447
## Hlil_209      -0.26180320 -2.67535246 -0.52551347 -0.23927451  0.839134426
## Hlil_210       0.44521513  0.13366287 -0.93328610  1.53034291  1.244728481
## Hlil_211       1.24295853 -0.19867568 -1.83701742  0.59143083 -0.095893637
## Hlil_212      -0.15563317 -0.46401423  0.45948643 -0.10339375  0.859427520
## Hlil_213       0.12441496 -0.24414799  2.22533831  0.63141912  2.400718443
## Hlil_214       0.09010548  0.55187185  1.38612499 -1.22161419  0.787600945
## Hlil_215       0.39809644 -1.39704927  0.60929097 -0.20564596  0.071902101
## Hlil_216      -0.56870874 -1.02214448  1.79615789 -1.27460235  0.005583535
## Hlil_217      -1.31890574 -0.75244542 -0.47163380  0.71652726  1.324113863
## Hlil_219       0.86354882 -0.86764898 -0.32258008 -1.69521304 -1.368198082
## Hlil_220       0.29602796 -1.45367623 -0.31826344 -0.23239090  3.768295915
## Hlil_221      -0.09125783  1.25646492 -0.83863233 -0.47133482 -0.723762931
## Hlil_224       2.79433812  0.63723708 -2.08521355  2.24520566 -1.288467161
## Hlil_225      -1.87097211 -0.76462412 -0.62958871  0.26772297  1.029799216
## Hlil_226       1.88429131  1.09068247 -0.71777193  1.44422856  2.965793670
## Hlil_228       2.29178663  0.73709369 -1.17651498  1.20255598 -1.039632217
## Hlil_229       2.45311391  1.41327682 -1.26446421  1.85622280  0.980479059
## Hlil_231      -0.23509589  0.77516649  0.64277097  2.11875645  2.364265538
## Hlil_232       0.85826805  1.50658271 -0.59225829  1.16799036 -0.301083760
## Hlil_233      -0.30542906 -0.48249899 -1.85982073 -0.86889250 -0.650994178
## Hlil_235       1.36707023  2.64291084  0.02749644 -1.73303663  0.147711388
## Hlil_239      -2.46354737 -0.34843223  0.89890135 -0.42480577 -0.404673211
## Hlil_240       1.12092484 -0.82772612  0.56268980  0.17922266  1.636411341
## Hlil_241       2.28177182  1.04827949 -0.10245768  1.67411441 -0.839756050
## Hlil_242      -3.61012854 -0.08723656  1.88538504 -0.64844413  0.097198987
## Hlil_243      -0.13381371  2.74011789 -0.15204777 -0.41126852 -0.460366110
## Hlil_244       0.15290615 -0.50133281  0.72285337  0.47997119  0.661749221
## Hlil_245       2.18825866  3.01494341  0.61473084 -2.00906679 -0.472151777
## Hlil_246      -0.37210977  0.59905926  0.86608428  0.01979733  0.010063730
## Hlil_247      -0.75428846 -0.48880024  3.15227457  1.24431864 -0.315121376
## Hlil_248       0.41524627  0.87060613  0.72018969 -0.75667206 -1.128747844
## Hlil_NBG_351  -0.03394408  1.13892610 -3.20091197 -2.26214840  1.504714364
## Hlil_NC_167   -0.20067442  0.02782151 -0.42827614  0.49285703 -0.060554753
## Hlil_NC_170   -0.40402300 -0.33976875 -0.03449648  0.30283047  0.190477659
## Hlil_NC_171    0.14831736 -0.04574503 -0.35457256  0.36734048 -0.175796382
## Hlil_NC_172    0.05127252  0.23878156 -0.41876798  0.38538180 -0.026578460
## Hlil_NTBG_260 -2.60100121  3.50223870 -1.86123539 -2.74238790  0.348653214
## Hlil_W_222     0.47125329 -1.24625321 -0.62774773 -0.32040797  0.024337318
## Hlil_W_223    -0.46770514 -0.19381126  0.23065812  0.14607371  0.114424704
## Hlil_WBG_226  -2.03651990  3.33599378 -1.13637826 -2.72065714  1.090484522
##                      PC11         PC12         PC13          PC14         PC15
## Hlil_130      -0.43532830  1.631113898 -0.610062428  0.7192868858  2.182258285
## Hlil_132      -1.66013922 -0.365540282 -1.750295192 -0.8967920079  0.217354202
## Hlil_137       0.36023800 -1.853288793  0.981244078 -0.4121021064 -2.882571352
## Hlil_143      -0.70424705 -0.367837218 -1.154716676  0.8621233802 -2.008825363
## Hlil_145       0.07947212 -0.682046794 -2.157612454  0.6366982993 -0.085484482
## Hlil_146      -0.69075581 -3.016160163 -0.142933876  1.4157422042 -0.616990395
## Hlil_147       1.34135023 -1.680451262  0.078097239 -0.7237690531 -2.316959839
## Hlil_148       1.20772097  1.550749497 -1.898168501 -1.3297691601  0.201921875
## Hlil_150       0.99732204 -1.672938944 -1.556972450 -1.3754325553  0.351683382
## Hlil_152      -1.13186649 -0.267293500 -0.238190345 -0.6036433744 -1.457680325
## Hlil_153       0.40693050  0.465692953  0.349019681  0.1786116593  1.290083226
## Hlil_154       2.09450279  0.299698516  0.350274051  1.5435136185  1.574330850
## Hlil_155      -1.31044341 -2.568818100  0.986314759 -0.6206729136  0.549141055
## Hlil_156       0.23631591 -0.662373485  0.073495712 -0.5159669569  0.032637338
## Hlil_157       0.66159176 -0.182343444  1.436972422 -1.3887072100  0.157223562
## Hlil_158      -0.59581968 -0.703952130  0.422594896  0.2606434443 -0.023839520
## Hlil_159       2.32294720  0.889650914  0.948101940  0.8798963576 -0.194776682
## Hlil_160      -0.18290168 -0.460772642 -0.015312994  0.2933961813 -0.735802870
## Hlil_161       0.53680824 -0.347656478  0.257687792  2.0517298728  1.617008456
## Hlil_162       0.65898238  0.072921279  0.069413197  1.6883997489  1.848536834
## Hlil_163      -0.33872123  0.834284074  3.565777215  2.1641849877 -1.094700049
## Hlil_164      -1.29821496  0.671331627  0.548577654  0.9972386765 -1.116359519
## Hlil_165       0.68803646 -0.447687380 -0.916404725  2.1693638211 -0.874774654
## Hlil_166       2.40975640  0.932559033  0.149199000  0.1185154153  1.444037292
## Hlil_168       0.11880830 -0.008792689 -0.106812669  0.7386555075  0.323146356
## Hlil_169      -0.02671814  0.165284630  0.250638287  0.4130125642  0.325159687
## Hlil_173       0.10831078 -0.423436585  0.060001725  0.1472501775  0.497502960
## Hlil_174       0.07865502 -0.265348879  0.018337371  0.0730165257  0.578685022
## Hlil_175      -0.65877742 -0.716680119  0.056065423 -0.0724273575  0.303458313
## Hlil_176       0.30194591  0.521019498  0.095192766 -0.0373783384 -0.226688414
## Hlil_177      -2.30322901 -0.674155150 -1.034462708 -0.0009136754 -0.495986376
## Hlil_178      -0.37433630  0.068979765 -0.063287643 -0.1317251536 -0.479541371
## Hlil_179       0.78030797  1.270915806 -2.429386348 -1.8476511955 -1.796599640
## Hlil_180      -0.59078566 -0.493438388 -1.282327870 -1.0706766980  0.080432354
## Hlil_181      -0.30458391  0.095398014  0.285411025  0.2104517118  0.293510117
## Hlil_182      -1.39486789 -0.387545730  1.838811319  0.8307632533 -1.299161567
## Hlil_183      -0.85391438  1.178341886  1.288682508 -0.3112215944 -0.906748881
## Hlil_184       0.28539540 -1.046403105  1.632943355  0.5743928150 -0.067170940
## Hlil_185      -0.36607704 -1.504011875  2.162068902 -1.5125762504 -1.516893661
## Hlil_186       0.64090461 -0.814239501  0.540605928 -1.4069452520  2.872236512
## Hlil_188      -1.60210398 -0.097509969  1.217919515 -0.1618591426 -0.473403528
## Hlil_189       1.54791569  0.145083595  0.596147381 -0.5620751199 -0.100183599
## Hlil_190      -0.67853779  0.190925660  0.511334343  0.4980051547 -1.006041955
## Hlil_191       0.44758861 -0.905315084  3.352077569  1.5833181268  0.862990360
## Hlil_193      -3.17222674 -0.694243616  1.370265522  0.0037714027  0.950568676
## Hlil_195       0.48565589  0.011101765  0.190797496 -0.2272230245  0.561623981
## Hlil_196      -1.60241076  0.839383392  1.019376415  1.5237498440  1.516454403
## Hlil_197      -1.26257025  0.513142128 -0.354633698 -1.1391468612  1.943630731
## Hlil_198      -0.03751745  0.165723214 -0.846215565 -3.5042750829  2.165905257
## Hlil_199       1.94254598  0.723674484 -0.848510488  1.1206913280  0.903780839
## Hlil_200       1.30101295  2.101462244  0.773045512  0.9710963084 -1.091626822
## Hlil_201       0.82994962 -0.300398994  0.121337269  0.3726295748  0.679104168
## Hlil_202      -1.02103337  0.002949539  1.037570686 -1.9572018727 -1.022476563
## Hlil_203      -2.46298582  0.396381293 -0.355322609 -1.4503437241 -1.027503185
## Hlil_204       1.44147606  0.412262939 -0.117315081  0.4855819771 -2.117705790
## Hlil_205      -2.39270122  1.502349675 -2.741523360  1.5161226041  1.870112246
## Hlil_207       2.51413788 -0.715152765  0.022580471 -1.3186294900  0.167923326
## Hlil_208       1.42985489  0.408403056 -1.453797980  1.3528096740 -0.485607811
## Hlil_209       1.04585517 -0.772343549 -0.747491569 -0.9363580596 -1.002204355
## Hlil_210       2.97275135 -0.128455147 -0.549070038 -1.1168906189  0.290796871
## Hlil_211       1.02392748 -0.972509628  0.359967131 -0.9073230983  0.069520919
## Hlil_212       0.36231638  0.041833144  0.289348405  1.5532257731  0.174680411
## Hlil_213      -0.01151117  0.719151778  1.564937884 -0.8154801334  0.333602056
## Hlil_214       2.71791569 -1.374267687 -0.743795198  0.0156671070  0.497990150
## Hlil_215       0.04031602 -1.193868883 -0.751529127  0.2549311033 -1.380978688
## Hlil_216       0.61349802 -2.173254483 -0.914420141  0.4249655463 -1.032394386
## Hlil_217      -1.10115657  0.477361178  0.232102519  0.4243018813 -0.641310647
## Hlil_219       1.41589282  2.141953277  0.603141077 -1.2700070782  0.151504139
## Hlil_220       0.02694310  0.783272382 -0.652420892  1.2791106924  2.244374078
## Hlil_221      -0.65241997 -0.791562468 -0.623898890  0.2706940724  0.446845788
## Hlil_224       0.97457722  1.375177060 -0.013340443  0.1933330426 -0.160791662
## Hlil_225       0.18436102  0.292901774  0.751668487 -0.2084428551 -0.401301306
## Hlil_226       0.67365776  0.002549169 -1.324700691 -0.3627311099 -0.023670749
## Hlil_228       0.57573192 -1.803563083  0.207227425  0.4471743016  0.173640380
## Hlil_229       0.59993027 -0.704813347 -0.052702163  0.4662144234 -0.009451129
## Hlil_231      -0.30046097 -0.523886275 -1.343443746 -2.2399702116  0.008496559
## Hlil_232      -0.47024433 -1.560020311 -0.402437481  0.0072920919  0.141268272
## Hlil_233      -1.59001091 -0.490761443 -2.177383672 -0.1968273999 -1.697501416
## Hlil_235      -1.78759821 -1.109892591 -1.865106440 -1.3944988357  0.921621901
## Hlil_239       0.64496449 -0.047378803 -0.420332982  0.8090895814 -0.658548139
## Hlil_240       0.81714998 -0.582479479  0.896886470 -0.9414622959 -0.228079164
## Hlil_241      -1.75194399 -1.397139236 -1.323497729  1.1305573911  2.040082089
## Hlil_242       0.90192246  0.173839020 -0.609997124 -0.1088680531  0.002153581
## Hlil_243      -1.43131698  1.860259911  0.883064597 -1.7265153388 -0.658524823
## Hlil_244      -1.86892530  3.218260885  0.354479239 -0.5939039926  0.430207416
## Hlil_245      -0.28957435  2.845462597 -2.916466335  3.8880474671 -2.801903065
## Hlil_246      -1.42344489  1.579543778  0.568465209  0.0898398720 -0.376389142
## Hlil_247      -0.89462313  2.200177929 -0.008271243  0.3694504661 -0.154468536
## Hlil_248      -0.10003664  1.590221385 -0.633494502 -1.3160816678  1.450637549
## Hlil_NBG_351   0.39962785  3.656262228  2.503622486 -2.5979727327 -0.683103449
## Hlil_NC_167    0.09288299  0.707624077 -0.063951989  0.0351451589 -0.322464118
## Hlil_NC_170    0.09109723  0.217515907  0.025116576 -0.2070243404 -0.058214176
## Hlil_NC_171    0.16102178  0.614706677 -0.044814431 -0.0351752555 -0.294094610
## Hlil_NC_172    0.25921887  0.733784537  0.015642130  0.0296092916 -0.166423097
## Hlil_NTBG_260 -1.04325986 -1.470016550  0.816444873  1.0058493745  1.785420808
## Hlil_W_222    -0.40625292  0.014180951 -0.423627922 -0.6116883333 -0.524420031
## Hlil_W_223     0.45421579 -0.462123037  0.341178016  0.4648138773 -0.010115146
## Hlil_WBG_226  -0.72962108 -1.422654952  1.609187463  0.6123709640  1.283172352
##                      PC16        PC17         PC18          PC19        PC20
## Hlil_130       1.06940284  0.20711532  1.027138862 -1.3611568941 -1.60433460
## Hlil_132       0.90414044 -0.53733991 -0.502945603  1.0490745742 -0.70383525
## Hlil_137       0.40411091 -0.03359372 -0.175729282 -1.0774221943 -2.24308738
## Hlil_143       0.91154448  0.66166844 -1.094189451  1.7498900170 -1.22699513
## Hlil_145       1.90105166  1.02692073 -0.546989595 -0.4629823005 -0.69858687
## Hlil_146       0.21304500  0.52989100  1.075706562  0.5941547610  0.85059417
## Hlil_147      -0.99501602  1.47539249 -2.010725361  0.7923121426  0.50966433
## Hlil_148       0.25862041  0.13770127 -0.396891467 -1.0507345701 -0.05922991
## Hlil_150      -0.02110692  0.01445790 -1.037553408  2.6597671584 -0.35051896
## Hlil_152      -1.43049616 -0.24164709 -0.509169411  0.0579626946 -0.98987710
## Hlil_153      -0.04395339 -0.42634417  0.136272836  0.0003713189 -0.52980246
## Hlil_154      -1.69207346  0.11078682  2.220694692 -0.1756574702  0.47193761
## Hlil_155       1.70847626 -1.34585955 -0.459853109  0.9559593549  0.44899217
## Hlil_156       0.06809958 -0.17440585 -0.063695403  0.1889563722 -0.21774552
## Hlil_157      -1.25479320 -2.07016299  0.282358964  0.3773816439 -0.96383256
## Hlil_158      -0.67542044 -0.41364475 -0.291718125  0.4094636475 -0.25734088
## Hlil_159      -0.36962659 -0.12545085  0.257559597 -0.2440903652  0.55533835
## Hlil_160      -0.67607066 -1.03187906  1.202459402 -1.4291437881  1.03120523
## Hlil_161       0.76195816  0.90889460  0.557950982 -1.1834702583 -0.40001184
## Hlil_162       1.07456106  0.56134726 -0.491782031 -0.8280611939  1.04608692
## Hlil_163       1.68236629  0.46286463  3.317235172 -0.1764497402  0.82641506
## Hlil_164       1.96805600 -0.54441305  0.706564735 -0.5720473597 -2.01244629
## Hlil_165      -3.54109045  1.24756185  1.105207451  0.4333676143 -1.14336913
## Hlil_166       2.37088864 -0.78918335  0.246067081  2.2038622309  0.50589980
## Hlil_168       0.16000066  0.32409603 -1.150011467  0.6923076621 -0.14583614
## Hlil_169      -0.02344058 -0.40692803 -0.172399973  0.0740749374 -0.79973404
## Hlil_173       0.15958117 -0.06367561  0.157386404  0.1055061966  0.09367539
## Hlil_174       0.04922983 -0.10429649  0.125049712  0.0591638630  0.01550048
## Hlil_175       0.45921623 -0.15224692  0.457428913  0.1877239296  0.35740265
## Hlil_176       0.16613413  0.17704713 -0.360208925  0.5375622058  0.41951322
## Hlil_177      -0.79142061 -0.41458892 -0.466539113 -1.5089280221  0.67691643
## Hlil_178       0.33567041 -0.13542473 -0.440056213  0.3962447264  0.36832366
## Hlil_179      -0.65185867  2.16481393  2.562939526  0.8976265378  0.90494375
## Hlil_180       0.72152821 -2.52829837 -2.024487663 -0.2725689172  0.35979590
## Hlil_181      -0.74168284 -0.78424541  0.374784094 -0.6679089984  0.82086827
## Hlil_182      -2.73672310 -1.24871716  0.002834403 -1.2468921223  1.83877524
## Hlil_183       1.52546119  1.31347817 -0.472880665 -0.4813886798  1.30160604
## Hlil_184      -0.78045619  0.65934413 -0.513687168  0.5015902944  1.62117238
## Hlil_185       1.41450351 -0.20398120 -1.539979227  0.8087046707 -1.19987223
## Hlil_186       0.98309629 -0.70748212 -0.546005982 -0.1114486134  0.97195049
## Hlil_188      -1.16138529  0.65548005 -1.545656829 -3.2581450395 -1.25529839
## Hlil_189       0.02000529  0.28008636 -0.167028461  0.3897819142  1.77341935
## Hlil_190       0.82447676 -1.44717115  0.902987422 -0.0756995770 -1.49686057
## Hlil_191       0.23492552  2.56749634 -1.786624977  0.8090405404 -1.66882786
## Hlil_193       0.98977949 -1.74089779  2.725912735  1.6655705267 -1.71346822
## Hlil_195      -0.26580904  0.32993312 -0.598866922  0.1789038048 -0.42444243
## Hlil_196      -0.79575549  0.98410182 -0.354319397  1.4834880671  1.49809915
## Hlil_197      -1.41536986  1.02276864 -0.337516263  1.8729063833 -0.17191374
## Hlil_198      -0.87290546  1.70593045  2.179661790 -0.6536316552 -1.73491937
## Hlil_199      -0.87510075 -2.46872312 -0.358948579 -0.8249670205  2.14735894
## Hlil_200      -0.67274231 -0.12155849  0.122347134 -1.4013238773  0.34171156
## Hlil_201      -0.60650721  1.05976883  0.136289251  0.1171031947  0.49530040
## Hlil_202      -2.26635760  0.37299278 -0.177967708  0.9758233820 -1.79955436
## Hlil_203       0.32752634  2.02432388 -0.738914725 -1.7120074686  1.20594064
## Hlil_204       0.11744247  0.04980921  0.760180903  1.3563067107 -0.09575069
## Hlil_205      -0.24262681 -0.61756398 -0.633690169 -1.4995449546 -0.96730461
## Hlil_207      -2.00010381 -1.08495779  1.116920906 -0.8560175968 -1.23877748
## Hlil_208       0.23734453 -0.62692358  0.170428689  1.3964636997 -0.16876715
## Hlil_209       1.41245830 -1.96793806  2.346102337 -1.5092718828  1.56285175
## Hlil_210      -0.04103732  0.43043278 -1.322763010 -3.9979071668 -2.01615522
## Hlil_211      -0.26825353 -1.16462702 -0.855217859 -1.6521924750  0.22287490
## Hlil_212       0.13248056  0.07066892 -0.251653454 -1.0567078163 -0.41695116
## Hlil_213      -0.75733004 -1.54517542 -0.587391792  0.3977274768 -0.49209273
## Hlil_214       1.91423798 -1.48611660 -0.046174444 -0.5646229873 -1.27842809
## Hlil_215       1.41471140  0.94354758  1.614188725 -0.4030271189  1.47024566
## Hlil_216       1.38893296  2.41524458 -0.093535366 -1.4065580472  0.08264020
## Hlil_217      -0.99273511 -0.81146141  0.358200376  0.9324305874  0.37263501
## Hlil_219       0.77178624  0.31870168  0.007987280  0.2004651267 -0.19081639
## Hlil_220      -0.98258429  1.18580203 -1.774049652 -0.3834687346  0.20859348
## Hlil_221       0.37057110  0.07201733 -0.962590448  0.5652257796  1.99201839
## Hlil_224      -1.41601661  0.33857120  1.064784826  2.3303477654 -0.64427414
## Hlil_225      -1.03442684 -1.93829010  0.469647260  0.2211218059 -0.85790678
## Hlil_226       0.88094399 -1.64080484 -0.181148598  1.6188308806 -0.36665644
## Hlil_228       1.15178033 -0.47363429 -0.577858601 -0.1410391231  1.01834481
## Hlil_229       1.90288125  0.66786516 -0.758408664  0.3671842772  1.15577479
## Hlil_231      -1.40974318  1.43794216  2.661734679 -0.3929027881  1.36266821
## Hlil_232      -0.55178860  0.53441670 -1.143333167 -0.8205729820  0.29911129
## Hlil_233      -1.35758932 -0.89114631 -0.126043348  0.2397241534  0.86302565
## Hlil_235       1.03659547  0.08880990  1.402463636 -0.8428035161 -0.17650634
## Hlil_239      -1.30367567 -0.46323263 -1.197935293 -0.1953400048 -0.02526259
## Hlil_240      -0.55161925  1.21792424  0.124737009  0.5407691375  0.18416797
## Hlil_241      -0.13883265  1.57747398 -0.658619647  0.2952397367  0.73657163
## Hlil_242      -0.46070192  2.57018899  0.464578182  0.5632786139  0.22072981
## Hlil_243       1.25320501 -0.97398458  1.330599830 -1.1347976947  2.43287384
## Hlil_244       0.82629112  0.67368389 -0.061684168 -0.6052543795 -0.32921312
## Hlil_245       0.87325705 -0.44852495 -0.005507522  0.2283918271 -2.16033705
## Hlil_246       0.46301907  1.14504612  0.258664911  0.2562867991  0.36014663
## Hlil_247      -1.71223334 -2.22735969 -2.756203481  0.1827718975  1.80285029
## Hlil_248      -0.16904752 -0.42328413 -0.306029906  1.7714414194 -1.06719595
## Hlil_NBG_351   1.68416630  1.54628763 -1.546351598 -0.3367634326 -0.23123745
## Hlil_NC_167   -0.11258202 -0.01627947 -0.219766621  0.6301391608  0.37274524
## Hlil_NC_170    0.34111498 -0.04418135 -0.055201281  0.8196069713  0.45471735
## Hlil_NC_171   -0.02128603 -0.03567408 -0.214674271  0.5850681583  0.24949957
## Hlil_NC_172    0.06281418  0.04174800 -0.465634188  0.6259181955  0.30779829
## Hlil_NTBG_260 -0.62037166 -0.08536021  1.215140167 -0.6253840697 -1.16816466
## Hlil_W_222     0.60095639 -0.92505520 -0.146634157  0.0842831220 -0.18491116
## Hlil_W_223    -0.02628832  0.20397539 -0.048032690 -0.0010006771  0.03355024
## Hlil_WBG_226  -0.97641126 -0.36268594  1.080278462 -0.2333660962 -1.33639212
##                      PC21         PC22        PC23         PC24        PC25
## Hlil_130       0.80767803 -1.983064573  0.86682495  2.137717086 -0.12213815
## Hlil_132      -0.28059731 -0.662562570 -2.41835543  1.024174715  0.20260696
## Hlil_137       0.31784333 -1.196108305 -1.08862127  0.486295589  2.29010791
## Hlil_143       0.94909926 -0.053207175  1.74891444  1.283973148 -0.67715479
## Hlil_145      -1.83598164 -1.922230251  1.11005113 -1.059379434 -0.11491533
## Hlil_146       0.19206077 -1.789920223  0.23483891  0.399846706 -1.57675192
## Hlil_147      -1.36902893  0.652100711  0.98630437  0.615531013 -0.30694190
## Hlil_148       0.42206879 -1.551710690 -1.63591800  1.048815276 -0.14788112
## Hlil_150      -0.09133438 -0.261267668 -0.21302788  1.716042599  0.30357228
## Hlil_152      -0.52151945  1.229399029  0.56067282 -0.493457569  0.56002354
## Hlil_153       0.33806572  2.377906708 -0.40938570  0.108100135  0.11925118
## Hlil_154       0.03497969  0.577277210  1.22339708 -0.348390372 -0.35040423
## Hlil_155       0.85308184 -0.475213932  0.35841889  0.221069191  0.16813277
## Hlil_156       0.35197704  0.232296617 -0.14087604  1.031364257 -0.80535832
## Hlil_157       1.04416977  0.186518345 -0.01885662  0.556482350 -1.06826229
## Hlil_158       0.41558906  1.224220636  0.39804012  0.486858984 -1.04576949
## Hlil_159       1.44868663 -2.341879525  0.02924346 -0.829791808  0.95580446
## Hlil_160      -0.91684242 -0.494431124 -0.80454665 -0.109095303  1.20754416
## Hlil_161      -1.00848416  0.920585808 -0.31472154 -0.424193783 -0.50720405
## Hlil_162       0.99052189 -1.369354943 -1.08565672  0.566087840  2.44542294
## Hlil_163       0.40114668 -0.067924659 -0.23723851  0.725201093 -0.59553191
## Hlil_164      -1.84178415  2.260392630 -0.02935763  0.947324448  0.07623597
## Hlil_165      -1.12444888  1.164844577  1.46365601  0.464471006  0.59985349
## Hlil_166      -0.40062634 -0.398039467  1.69102432 -2.370429977 -0.30114504
## Hlil_168      -0.17154843 -0.090519189  0.24782742  0.838847949 -0.56131381
## Hlil_169      -0.40615638  0.100717348  0.45425229  0.693303517 -0.30055092
## Hlil_173      -0.62954248  0.239339669  0.15671244  0.028631588 -0.13286501
## Hlil_174      -0.48562193  0.283360568  0.13374746 -0.012772504 -0.14757460
## Hlil_175      -0.23792076 -0.295100356  0.16821861  0.578371463  0.05007928
## Hlil_176       0.62654902  0.162833759  0.24687276 -0.446473802  0.12046598
## Hlil_177       0.68101932  1.991803552 -1.12175742 -1.294830099  0.29139440
## Hlil_178       0.54083492 -0.015017536  0.37623498  0.232183909  0.05288160
## Hlil_179       0.14710312  0.047701902 -1.72559323 -0.570313599 -0.86524660
## Hlil_180      -1.70072142 -1.785948539  1.91999005  0.508166304  0.84258853
## Hlil_181       0.55985271 -0.513532112 -0.51390673 -0.926223832  0.48692137
## Hlil_182       0.87698023 -0.364442076 -0.57370565 -1.708009368 -0.03580786
## Hlil_183      -0.13561078  0.549278310  0.42060877  0.326226322 -1.81281325
## Hlil_184      -0.67615002  0.345518647 -0.18003834  1.019941716  1.05945326
## Hlil_185      -0.95513655  0.385631201 -0.50852741 -2.434145520  0.38792036
## Hlil_186       1.31144591  1.565891274 -0.03029024 -0.926333304 -1.07041459
## Hlil_188      -0.36974726 -0.990095742 -0.42298386 -0.957702053 -2.15774430
## Hlil_189       1.12018926  1.087861550  1.45869166  0.242757880  0.05993830
## Hlil_190      -0.85974593  1.279693885  1.13001460 -0.782554639  2.64214704
## Hlil_191       0.53801772 -0.181519764  0.19549783 -1.066894928 -0.44529952
## Hlil_193       0.12053476 -0.179921868  0.55040637 -0.402439696 -0.06418412
## Hlil_195       2.08456006  0.882264747 -0.21435279 -0.058200888 -0.56597246
## Hlil_196      -2.63116564 -1.060901709 -0.21250978  0.055505068  0.36615496
## Hlil_197      -1.30058935 -0.961082018 -0.38674470 -0.739787387 -0.14013925
## Hlil_198      -0.14968636  0.775258650 -1.34860006 -0.127252116 -0.47170463
## Hlil_199      -1.10576341 -0.698272726  0.31865411  1.501226921 -1.74585432
## Hlil_200      -1.70042362  0.972200507  1.25886508  1.121809895  1.28610868
## Hlil_201      -0.07013723  0.686177538  0.50793382 -1.610675610 -0.32974999
## Hlil_202       0.18431865 -1.603945656  0.13144585  0.661411081 -0.55613001
## Hlil_203      -1.64038031  0.446294492  1.37357906 -1.050830008 -1.55610812
## Hlil_204      -0.87522180  1.493243786 -1.42553609  1.762296663  1.53557147
## Hlil_205       0.36805910  1.465249067  0.50639921 -0.560814561  1.15584687
## Hlil_207      -0.49805602 -0.316605387  1.20266896 -0.170546102  0.07979683
## Hlil_208       1.41271637  1.298970778  0.76804738  0.453937105  1.03177242
## Hlil_209       0.47558459 -0.169963128 -1.65149553 -1.827783747  0.80526186
## Hlil_210      -1.07970890 -0.513553275  0.64249966  0.865755753  0.16720876
## Hlil_211       1.03629800  0.019453119 -0.32002376 -0.615508529 -0.76666825
## Hlil_212       0.26368507 -0.501589465  1.15776225 -1.129565201  0.76800762
## Hlil_213      -0.02255417 -1.117881521  0.78478645  1.352859835 -2.17901283
## Hlil_214      -1.48429699  1.033446003 -0.88985475 -1.731997518 -1.53091073
## Hlil_215      -0.83171538  0.682446501 -0.40659749  0.294514482  0.07871838
## Hlil_216       0.26578549 -1.006510276  0.78649278 -0.039906843  0.46999018
## Hlil_217       1.80420868  0.111526739 -0.99584184  1.232323369 -1.04455513
## Hlil_219      -2.09887205  2.281052814 -2.16218904  0.207947323 -1.16142558
## Hlil_220       1.22423408  0.011367699 -0.44754695 -0.148037132 -0.10941577
## Hlil_221      -0.42399388  0.568012573 -0.86238934 -0.102582500 -0.44799699
## Hlil_224      -1.22357669 -0.431053493 -0.09832685 -0.967426640  0.92874623
## Hlil_225       1.11164638 -1.303454059 -0.07412100 -0.575014154  0.96025164
## Hlil_226      -0.44670369 -0.637866259 -0.23082799 -2.292178783 -1.73854263
## Hlil_228       0.25585112  0.009347175 -1.98760464  1.811049444  0.07517079
## Hlil_229      -0.76905189  0.278496381 -0.83272548  1.215470352 -0.16343791
## Hlil_231       0.17034607 -0.228446840  1.12686348  0.962255474 -0.82296999
## Hlil_232       2.09936483  2.389875646 -0.21979244  0.925794287  0.25755033
## Hlil_233       0.14689297 -0.341437661 -0.05426784 -2.611268254  0.63773843
## Hlil_235       1.85286472  1.336858359  2.92836666  1.141209819  0.99076900
## Hlil_239       1.12110646 -0.119698579  0.76271053 -0.164196959 -0.17646075
## Hlil_240       1.72541809  0.056685030  0.33728705  0.232222243 -0.44177057
## Hlil_241       0.47834045 -0.180720339 -0.56192445 -0.575391792  1.77656052
## Hlil_242       0.11372198 -2.111303644 -1.56734161 -1.059503527  1.52825247
## Hlil_243      -0.31430538 -1.273482287  2.14179038  0.480185684  0.21622592
## Hlil_244      -0.09812468 -0.156434310 -0.65694867  0.443765783  0.37183334
## Hlil_245       2.21387604 -0.762978768 -1.25258222 -0.736518629 -2.90553750
## Hlil_246      -0.91930781 -0.734457668  1.11788683 -0.047402474 -1.12982705
## Hlil_247      -1.53793749  0.468608706 -1.52988112  0.771185527  0.76503177
## Hlil_248      -0.49336192 -0.203032827  0.89329944 -0.480082033  1.66134673
## Hlil_NBG_351   2.27305482  0.139622161 -0.40733663 -0.589061210  2.03331303
## Hlil_NC_167    0.47213082  0.308590127  0.29907887 -0.344186649  0.05671658
## Hlil_NC_170    0.72397672  0.008668722  0.03661780  0.001345458  0.07945915
## Hlil_NC_171    0.37612728  0.496104273  0.46954275 -0.406426072  0.06107357
## Hlil_NC_172    0.46322116  0.470001530  0.35481233 -0.452975206 -0.03901454
## Hlil_NTBG_260 -1.20290554 -0.017227449 -1.40340726 -0.276629723 -0.19285201
## Hlil_W_222    -0.19318389 -0.861458594 -0.76779606  2.103664757  0.36393903
## Hlil_W_223    -0.07569657 -0.436752712  0.22493459 -0.253923121  0.01946646
## Hlil_WBG_226  -0.60161515 -0.821874122 -1.82085584  1.023582558 -0.02089865
##                       PC26         PC27         PC28          PC29         PC30
## Hlil_130       0.625021449  0.318454086  0.781598643  0.4594766330  0.013410512
## Hlil_132       0.215880650 -0.177752656 -1.323207745 -0.3585055225  1.119174265
## Hlil_137       2.434079612 -1.122697574  1.228096668 -0.9917462589  1.400793990
## Hlil_143       0.479995311 -0.952683961  1.743479411  0.4102248191 -0.617216307
## Hlil_145      -1.519776299  1.442540174  0.645345392 -0.5247914709  0.396885110
## Hlil_146      -0.690072716 -0.419838077 -1.297630133 -0.4049406022  0.337254181
## Hlil_147      -0.170385607 -0.137040489 -0.643006497  1.5250867133 -1.853020458
## Hlil_148      -0.391939861 -1.073232709  0.568142817 -1.5455651770 -0.988642174
## Hlil_150       0.789880054 -1.176068289  1.205543138  1.6103237611  1.347259124
## Hlil_152      -0.653279776  0.574114330  1.604025477 -0.0048389498 -0.865494420
## Hlil_153      -0.916340895  0.295808625  0.669699713  0.8332131685  0.460456258
## Hlil_154      -1.252186204  1.556870225  0.044494984 -1.3138496880  0.500957607
## Hlil_155       1.037679408  0.923499756 -1.560704808  0.4702035834 -1.793335399
## Hlil_156       0.063017799  0.563490503  0.898904193  0.5871148524 -0.316062601
## Hlil_157      -0.179928130  1.099371580 -0.911013455 -2.0037391440  0.302385965
## Hlil_158      -0.090788714  0.110331374  0.398786954 -0.4379274770 -0.008902438
## Hlil_159       0.427856962  0.108494762  0.118730978  0.5459797500 -1.046197611
## Hlil_160       0.412678375  1.133991538 -0.592430624  0.0175957937 -1.464775955
## Hlil_161      -0.626318341 -0.627424076 -0.958936904 -0.8091210280 -0.193603784
## Hlil_162      -0.496562317  0.640104127  1.764362323  1.0995534751  0.390778055
## Hlil_163      -0.697965813 -2.906403517 -1.201798371  1.0107924989  0.076589996
## Hlil_164       0.563035982  1.340719995  1.746670280 -2.4330689203 -0.383237020
## Hlil_165      -1.214543234 -1.121493319  1.066830350 -1.3544251767 -1.114972308
## Hlil_166       0.790604479 -0.124954312 -1.242552112 -0.1756185049 -0.162571732
## Hlil_168      -0.429538729  1.095566805  0.447455635 -0.0001206244 -0.663639512
## Hlil_169      -0.209411255  0.609061267  0.040035597 -0.2782707820 -0.374407288
## Hlil_173       0.462928740  0.098084839 -0.385074723 -0.2034207619  0.455620307
## Hlil_174       0.360156578  0.189528450 -0.084044699 -0.0467325538  0.587842337
## Hlil_175       0.816569117  0.399884613 -0.197436096  0.0075125651  0.469456443
## Hlil_176       0.196421123 -0.331800534 -0.150343844  0.1338539981  0.400628163
## Hlil_177       0.083024780 -0.155543840 -0.565263653 -0.0058902578 -0.361376725
## Hlil_178       0.297730668  0.189151580  0.069558160  0.2056529349  0.074068766
## Hlil_179       2.286790301  0.851922874 -1.362421500 -0.3151320102 -0.643361432
## Hlil_180       0.588120102  0.365653572 -0.873131663 -1.9986306202 -0.249747320
## Hlil_181       2.025210335 -0.563108304  0.584291118  0.3227200028 -0.547756324
## Hlil_182      -0.058586851  0.099317311  0.844357342 -1.4500675732  0.606172674
## Hlil_183       0.650592020 -1.004944238 -0.430709233  0.9546497577  2.524853799
## Hlil_184      -0.424941819  1.224997792 -0.191662795 -1.4098036997 -0.444686008
## Hlil_185      -1.197396984  1.344112419  1.880168899  0.2039440900  0.061838345
## Hlil_186      -1.354703720 -0.942385655  1.668277920  0.1595163907  0.128995297
## Hlil_188       0.857262300  1.140042053 -0.438368039  0.7974103271 -0.755249992
## Hlil_189       0.547768455  1.553457389  0.528766847  1.0150316805  0.319148982
## Hlil_190      -0.593287423  0.767396206 -1.234597574  0.4121322204  0.331733024
## Hlil_191      -0.837533456 -0.423435329 -1.825707307 -1.0010475702  0.474288631
## Hlil_193       0.316606827 -1.017907506  1.746509462  0.9054437660 -0.754154895
## Hlil_195       0.359008537  0.631001045 -1.612742691 -1.1219008213 -0.452214707
## Hlil_196       0.767554804  0.083136955  2.298304085  0.1821328610 -0.008952844
## Hlil_197       0.556752521  0.753659073 -0.905531143 -0.3264974324 -1.543815493
## Hlil_198       0.102644530  0.195039451 -0.058466939 -0.2438637625 -0.474790559
## Hlil_199      -0.553382878 -1.527412369  1.911934335 -1.2240475452 -0.106018563
## Hlil_200       0.041865969 -0.465214674 -1.403199180  0.5382807453  0.256544675
## Hlil_201       3.526344956 -0.699162791  1.715219209  0.2996477933 -0.624935352
## Hlil_202      -0.308477439 -1.650188062 -0.251131157 -0.2242883814  1.261083256
## Hlil_203      -0.646435366 -1.373347054 -0.139885475  0.8003601416 -0.504702650
## Hlil_204       1.412266964  0.837299126 -0.586759533 -0.2466980093  0.047034177
## Hlil_205       0.536636985  0.314324925 -1.100581432  1.2621481621  0.318912024
## Hlil_207      -0.394794603 -1.092810835  0.270402612  0.8739688964  0.700598327
## Hlil_208      -0.521076618  0.276834855 -1.040523635  0.6197633024 -0.106987225
## Hlil_209      -0.145872390 -0.733424723 -0.167832296 -1.3873194518 -0.790750064
## Hlil_210       0.720971700  0.269845937  0.214224364  1.4751848920 -0.079261906
## Hlil_211       0.498497159  0.074496943  0.077568792  0.2934711699 -0.153187217
## Hlil_212      -0.144241418 -0.143754956 -0.194026775  0.7252347306  0.147686341
## Hlil_213      -0.405138016  0.946700628 -1.063114129  0.9235463776 -2.348195322
## Hlil_214      -0.532490055 -1.701039533 -0.524179994  0.1107124966  0.127830171
## Hlil_215      -0.873752889 -0.090486185 -0.164793446  2.0113546832 -2.707787246
## Hlil_216      -0.453261597 -1.754481676 -0.890598369 -0.9921096242 -0.208694775
## Hlil_217       0.095736207 -0.506289490  0.144570372 -0.2836442658 -0.524050497
## Hlil_219       0.223192459  0.908252686 -0.120992236  0.5527715550  2.231069339
## Hlil_220       0.450367984  0.071862302  0.463407050 -1.4726145313  0.647163706
## Hlil_221      -0.661151743  1.388924834  0.228509325 -0.8318090647 -0.296035680
## Hlil_224       0.536756199  0.224592923  0.477883448 -0.2473938656 -0.362502480
## Hlil_225      -0.947932649  0.678567475  0.693886461  2.3348882829  1.472777808
## Hlil_226       0.260943399 -0.927854324  0.561147591 -0.2046293206 -0.406430864
## Hlil_228      -0.111839388  0.347433271  0.411002656 -0.7512504234 -0.149476643
## Hlil_229      -0.130357512  0.096827743  1.206983480  0.1963678766  1.519791871
## Hlil_231      -2.402366895  0.246252373  1.244708351  0.8909707862  0.193137479
## Hlil_232       0.341851293  0.826876734  0.115361337  0.6549841771 -0.208059602
## Hlil_233      -2.395678213 -0.022391775  0.196510343  0.2611760794  2.651730970
## Hlil_235       0.951912627 -1.933886694 -0.092631704 -2.2946948735  0.474771038
## Hlil_239       0.843876759  0.641447464 -1.619536303 -0.0017903121  1.443497546
## Hlil_240       0.358560277  0.535270870 -0.478096818  0.6124006961  1.432753566
## Hlil_241      -0.012417471 -0.324555453 -0.474364488  1.1213403643 -0.603149605
## Hlil_242      -0.623895914  0.560649901  0.007166786 -0.3295904747  0.790300913
## Hlil_243       1.320473983  2.494435828  0.235528729  0.8424182705  0.818984428
## Hlil_244      -0.770832317 -0.635171831 -0.445323163  0.6268714607  0.601858380
## Hlil_245      -0.286155275  1.125674792  0.739952437  0.7010917431 -0.868423779
## Hlil_246       0.782682978  0.357252678 -0.398913739 -2.4883228587  1.384799978
## Hlil_247       0.297402746 -3.531043828 -1.069341699  0.6699563515 -0.531958586
## Hlil_248      -0.553445548 -0.893333763 -1.543435103  0.4913038102 -0.880439518
## Hlil_NBG_351  -1.941767552 -0.900950539  1.452114972 -1.5528801900 -2.488251342
## Hlil_NC_167   -0.078611211 -0.228386598  0.009256394 -0.0469153539  0.430450163
## Hlil_NC_170    0.132355779  0.042572735 -0.257618320  0.3283348111  0.036566105
## Hlil_NC_171    0.002958224 -0.281053833 -0.091760287 -0.0002117395  0.296637992
## Hlil_NC_172    0.045329452 -0.286018515 -0.098726612 -0.0713785121  0.308215980
## Hlil_NTBG_260  0.569373584  0.346679351 -0.410469859  0.6273737815  0.229353125
## Hlil_W_222    -3.901671935  1.023677409 -1.627762794 -0.2045179275  0.466140575
## Hlil_W_223     0.996792087 -0.007708782 -0.424774433  0.2598741689  0.163298436
## Hlil_WBG_226  -0.259486557 -0.346875886 -0.242619904  0.6402598663 -0.202095982
##                       PC31         PC32        PC33         PC34        PC35
## Hlil_130       0.006661032 -1.076524812 -0.47375010  2.015136756  1.81242640
## Hlil_132       1.696364540  0.719847902 -1.77821748  0.187846178  0.12966543
## Hlil_137      -0.619722626  0.103915908 -0.18188293  0.482252262 -0.50809168
## Hlil_143       1.998586596  1.584618196  1.02540536  0.769665067 -1.00592627
## Hlil_145      -2.167135210  0.199723124 -0.08600908  0.443485685  0.45412239
## Hlil_146       0.877194699  1.648630034 -0.78795316  0.850451243 -0.59158947
## Hlil_147      -1.508241410  0.243918740  1.08513523  0.687642112  0.01640819
## Hlil_148       0.588437597  0.021642278  0.90019573  0.546944652  1.62602194
## Hlil_150       0.155032456 -0.563377906  0.40153079  0.225965263 -0.33832499
## Hlil_152       0.524106130 -0.367218929 -1.61483801  0.518784609 -0.28325028
## Hlil_153      -1.190534860  0.198961324 -0.03682885 -1.905259700  0.14734037
## Hlil_154       0.963270938 -0.217733428 -0.43824581  0.593923460 -2.08242318
## Hlil_155      -0.078011271 -0.151542298 -1.20033299  0.405505830  0.24794616
## Hlil_156       0.116826718 -1.398842779 -0.29338637  0.176458547  0.00414932
## Hlil_157       0.361260947 -0.930843640 -1.00040525 -0.823434939  0.90264627
## Hlil_158      -0.954808038 -0.060892759  0.49509586 -1.425785512  0.81174770
## Hlil_159       0.729737583  0.078427486  1.67373379  0.135002729  0.08093494
## Hlil_160      -0.316799445 -0.770697263 -1.21787604  0.747363163 -0.32980785
## Hlil_161      -0.557354794 -1.324161316  0.24115005 -1.267967895 -0.61544083
## Hlil_162       1.352695649  1.284110300  1.24694672  1.058551181  0.12616963
## Hlil_163      -0.618356961  0.374375232 -0.23410135  0.319979257  1.23329906
## Hlil_164      -0.195482282  0.146198594 -1.07655218  0.855103343  0.46656412
## Hlil_165      -0.583830965  0.809179151 -0.45316864 -0.652564259  0.97810232
## Hlil_166      -1.196156064  1.144758574  0.73326822 -0.434321227  0.19762894
## Hlil_168       1.429834925  0.457706178  1.13977308  0.128579050  0.54526688
## Hlil_169       1.008470956  0.273208669  0.64144343  0.401174561  0.12419674
## Hlil_173      -0.037087934 -0.058001593  0.16120450 -0.166241012 -0.38407137
## Hlil_174      -0.042722578 -0.073924945  0.09751384 -0.138013044 -0.26243621
## Hlil_175       0.321044543  0.151905408 -0.62445046 -0.014914117 -0.07167640
## Hlil_176      -0.055405752  0.119412894  0.13338380 -0.249138326 -0.44638105
## Hlil_177       0.064311250  1.857415796 -0.11889000  0.038956723  0.14046057
## Hlil_178       0.234934328  0.004305687 -0.35111208  0.080851260 -0.43937638
## Hlil_179      -1.176251664  0.487062072  0.09607329  0.836415072 -0.39299042
## Hlil_180      -0.365780256 -0.244810326  1.02823152 -1.225301194  1.53318941
## Hlil_181      -0.025619137 -0.142054397 -1.04258431 -0.720197760  0.48921042
## Hlil_182      -0.474409244  0.473847135  1.50882455  0.332888715  1.58655819
## Hlil_183      -0.019302365 -0.076082796 -0.96760555  0.877883547  0.99547998
## Hlil_184       0.039250727 -0.008850732  0.23216915  0.463321347  1.36205617
## Hlil_185      -0.247231361 -0.215975848  0.78478383 -0.081968770  0.49828838
## Hlil_186       0.193147654  1.862767232 -0.90593899 -0.858814459 -0.33133853
## Hlil_188       0.479064947  1.174473632  1.09067065 -0.869230428 -3.03631251
## Hlil_189      -1.158110337 -0.402447745 -1.81060827  1.062962304 -0.15376074
## Hlil_190       0.884820823 -0.587020618  0.40505539  1.848352661  0.07593389
## Hlil_191       1.398537156 -0.104135048 -1.09630207  1.184747370  1.01874594
## Hlil_193      -1.952421335  0.429308799  0.78256980 -0.649529897  0.24336267
## Hlil_195       0.718788238 -0.259777149  0.30537015  0.693070367  0.57314193
## Hlil_196      -0.668565681  1.042496621  0.34173394 -0.676265281 -0.81592721
## Hlil_197       0.398356353 -1.018181267 -1.00475033  0.039271401  0.41580167
## Hlil_198      -0.152809005  1.915116196 -0.47086667 -0.094450768 -1.05216895
## Hlil_199      -0.706247740 -2.400882952 -1.68063164 -0.109960965 -1.54925137
## Hlil_200       1.599638429  0.887761060 -1.11460558 -0.226033702 -0.69458263
## Hlil_201       1.780109222 -1.422245880 -0.17957460 -0.008728052  1.09258894
## Hlil_202      -0.185946694 -0.895014137 -0.30014070 -0.647121834 -0.31766574
## Hlil_203       0.542192527 -1.047541321 -0.26440664  0.096902174 -0.25492209
## Hlil_204       0.953181434 -0.104554583  1.12874231 -3.238140633  0.26403129
## Hlil_205      -0.007156150 -1.478930586  0.74513444 -0.382055518  0.30754505
## Hlil_207      -0.892287262  3.267490755 -0.30860745  0.327650797  2.23006474
## Hlil_208      -0.769482942 -0.040386162  0.23082609  1.200424769 -1.04693627
## Hlil_209       1.227751746  0.191859051  0.94049831  0.718462901 -0.86838479
## Hlil_210      -0.482123537  0.361517350 -1.37573784  0.315086417  0.29291469
## Hlil_211      -0.626744364 -1.071576107  0.84682902  0.188899045  1.07277566
## Hlil_212      -0.424637597 -0.104318527 -0.18376856 -1.450149524 -0.38423829
## Hlil_213      -0.169549436 -0.875598734  1.52175167  0.506314618 -0.32347029
## Hlil_214       0.035105673 -1.088632915  1.24228242  0.618554809  0.65328170
## Hlil_215       0.343338165 -0.952069445 -1.27126402 -1.298667579  0.55690609
## Hlil_216      -0.452049005 -0.978383510  1.63721169 -0.578640540 -1.67521662
## Hlil_217      -1.798398617 -1.066892817  1.27075414  0.769932328 -0.84123441
## Hlil_219      -0.375722715 -0.600880822  2.82851071  0.859702196  0.29492515
## Hlil_220      -1.013751472  1.500541533  0.40717608  1.150577943 -0.60461014
## Hlil_221       1.247608584 -0.326121986  0.16802483  0.564553944  0.38080303
## Hlil_224      -0.390309193 -0.256694745  0.57344067  1.958310899 -1.63226194
## Hlil_225       0.950515551 -1.759632028  0.37789566 -1.212815255 -2.08264763
## Hlil_226       0.644813942  0.989725524 -1.62181890 -0.272056333 -1.04309161
## Hlil_228      -0.359180987  0.857059304 -0.50501229 -1.727437184  0.35727026
## Hlil_229       1.097315495 -0.411857089 -0.90698869 -0.370001374 -0.77502506
## Hlil_231       2.716737318 -0.216708733  1.85148891 -0.586760159  1.90082744
## Hlil_232      -1.630733241  0.104945861 -0.05349123  1.309605187 -0.03460781
## Hlil_233       0.401483546 -1.227062463 -0.83171791  1.331891491  0.75408496
## Hlil_235      -0.216357533 -0.638447136  0.78746103 -0.111361569 -1.17609612
## Hlil_239       1.152824133  0.847796898 -0.12362294 -2.903765863  0.19295644
## Hlil_240      -1.033296399 -1.413110939 -0.84247242  0.254336909  0.32016660
## Hlil_241      -1.043700521 -0.391290915  0.93963564 -0.597203465  0.65025460
## Hlil_242      -2.111631715 -1.090052944 -1.44792836 -1.342812040  0.64965907
## Hlil_243      -0.638296577  1.690183833 -0.22427696 -0.019845613 -0.05785236
## Hlil_244      -0.301107789 -0.145361807  0.19034314 -0.980156412  0.41262414
## Hlil_245      -0.179156933  0.454937583 -0.80228204 -0.680178747  1.28302687
## Hlil_246      -0.119495040 -0.375416970  0.91737771 -0.550099145 -0.16566825
## Hlil_247      -0.537280895  0.867424391 -0.26636940  1.419457410 -0.05559471
## Hlil_248       0.992926881  0.110139023 -0.61828901 -0.446515551  0.79201656
## Hlil_NBG_351   0.371528432 -0.517658103 -0.86073988 -0.536762233 -0.84803809
## Hlil_NC_167    0.138438283  0.349147640  0.04988964 -0.112008362 -0.17346425
## Hlil_NC_170    0.425277792  0.296690574 -0.17686284 -0.087678078 -0.30663547
## Hlil_NC_171    0.208102820  0.177086761  0.03742204 -0.118679403 -0.44623098
## Hlil_NC_172    0.008668526  0.264619328  0.12820040 -0.168140949 -0.39281931
## Hlil_NTBG_260  0.972582503 -0.227121270  0.03232302  0.654126942 -0.87603451
## Hlil_W_222    -1.743037731  1.289877297  0.10232659  0.035880235 -1.47336820
## Hlil_W_223    -0.098159535  0.220717980 -0.38487790 -0.570787926 -0.07835181
## Hlil_WBG_226   0.317114410 -0.359311690  0.10533595  0.298755866  0.02400576
##                       PC36         PC37         PC38        PC39          PC40
## Hlil_130      -0.664102693 -1.422760891  0.691595300  1.15181645  1.6303900590
## Hlil_132       0.113041237  1.156601706 -1.903217908 -1.41655631  0.1657226767
## Hlil_137       0.103471230  0.835418245 -1.405750973  0.86617325  0.1720733331
## Hlil_143      -0.226503563 -0.339614447  0.559843855  0.39514907  0.1163992814
## Hlil_145      -1.114427218  1.581957955  2.103199459 -0.58412669 -2.1084602452
## Hlil_146      -2.372907490 -0.848647305 -1.236526978 -1.04682845 -1.6910608524
## Hlil_147       0.206106316 -1.556653374 -1.388646390  0.81429078  0.7631519088
## Hlil_148       0.834956534  2.312822027 -1.639612955 -1.60750315 -0.5548865429
## Hlil_150       1.557340638  0.167239611 -0.383796830  0.69363596  0.0248171016
## Hlil_152       0.970653627 -0.489000350  0.081971210 -0.19515719  0.0008702898
## Hlil_153       0.493782187 -0.940665422  1.026815456 -1.32559165  0.3312196640
## Hlil_154       0.666935975  0.208581578 -2.140988757 -0.28823208 -1.4140048718
## Hlil_155       1.188834966 -0.161330098  1.001128276  0.97831645 -0.9893253917
## Hlil_156      -0.058236657 -0.114660853 -0.387552003 -0.24222743  0.3763982301
## Hlil_157      -0.281825222 -1.272511384 -0.123342882 -1.70131939  0.5783488252
## Hlil_158       0.732089763 -1.343272900  0.478526858 -1.27960636 -0.3240249687
## Hlil_159       0.947207669 -0.319509604  0.725537516  1.14451442 -0.3635407652
## Hlil_160       1.076029804  0.273837512  0.168938313  0.55391536  0.5375238342
## Hlil_161       0.442430401 -0.764364281 -0.860446734  0.49508546  0.4953183308
## Hlil_162       0.391207474 -1.282730107  1.179840209 -1.01360965  0.5430813354
## Hlil_163       0.116497110 -0.428096932 -0.764937804  0.21046655  0.3143375142
## Hlil_164       0.646002774 -0.131442680 -0.525277846  0.87334520 -1.7253058246
## Hlil_165      -0.801894729  0.799331119  1.733900151  0.07669961  1.7652133747
## Hlil_166       1.261523547  0.675041052 -1.380838690 -1.44116138  0.7369057382
## Hlil_168       0.174980781  0.298076746 -0.421382944 -0.82743312  0.6619994209
## Hlil_169       0.317569090 -0.014383514 -0.095921895 -0.51064645 -0.0214119410
## Hlil_173      -0.406008645  0.138189935  0.015518430  0.08161112  0.7255647501
## Hlil_174      -0.437247370  0.183873119  0.079363928  0.03964815  0.5853025698
## Hlil_175      -0.210344599  0.063969935 -0.126542950  0.11113525  0.4266824414
## Hlil_176       0.147696906  0.161588980 -0.120044332  0.24464755  0.2038016520
## Hlil_177      -0.573387519  0.845158620  0.112367276  0.65480430 -0.2241663435
## Hlil_178       0.361907231  0.006603772 -0.287144809  0.22829980  0.0577392743
## Hlil_179      -0.637012682 -1.331602926  0.849413984 -0.52098203 -0.1986250625
## Hlil_180      -0.816458587 -0.871079481  0.274622329  1.23834308 -0.4213354847
## Hlil_181       0.915469940  0.424543800  1.427961063 -0.54221000  0.8876271956
## Hlil_182      -0.071809721  1.746080311 -0.165822619  0.16263083  1.8511595885
## Hlil_183       0.782615055  2.750334407  2.373535954  1.01839086 -0.8142871356
## Hlil_184       0.638162608  1.171844893 -0.487805064  0.06360514 -0.2416913942
## Hlil_185       0.007506511  0.236401284  0.563132704 -1.31401969  0.2859005200
## Hlil_186      -0.602003142 -0.199263193 -0.287528114  2.12885284  0.2014360898
## Hlil_188       0.254567317 -0.377290443 -0.517854731  0.31202535 -0.5577381237
## Hlil_189       0.037268388 -1.172206603 -0.106129547 -1.70077520  0.3843251205
## Hlil_190      -0.915460437 -1.828875678 -0.433524184  0.08788526  0.1900951810
## Hlil_191       0.752190709  0.057819742 -0.086360888  0.29436093  0.9861838238
## Hlil_193       0.054974079  0.467110858 -1.195172066 -0.10138261 -0.8230914913
## Hlil_195      -0.512600544  1.914654559  0.640392319 -0.31643459  0.0956938410
## Hlil_196       0.655607068  0.354957514 -1.243798944 -0.17363035  0.4928189680
## Hlil_197       1.126827527  0.439957201  0.450158098  0.71028052  1.2039159201
## Hlil_198      -0.532399639  0.102607074  0.540247034  0.21113874  0.6472742731
## Hlil_199      -1.253469223  0.959311381 -0.668049336  1.11211123 -0.3556809787
## Hlil_200      -0.192934119  0.432226001  1.189405916  0.44145296 -0.2509464192
## Hlil_201      -1.905063903 -0.518966620 -0.246204546 -0.79746993 -0.7905342226
## Hlil_202      -1.739114260 -0.711194302 -0.227720169 -0.53014626  0.5611493889
## Hlil_203       0.661527130  0.215433708 -0.601371467 -0.05907052 -0.5116618061
## Hlil_204      -0.659221058  0.647293781 -0.240036572  1.55898181 -0.5864052679
## Hlil_205      -0.687255361  0.546107191 -1.254868388 -0.51309976  0.3943095840
## Hlil_207      -1.090159948  0.625074020 -0.267250215 -0.02393234 -0.1876271019
## Hlil_208      -0.942395256  0.594290938 -0.127962095 -0.79115795 -0.1315942659
## Hlil_209      -0.204622960 -0.921208793  1.027227304  1.14822096  0.5259136231
## Hlil_210       0.835565068 -0.460646306 -0.178578368 -0.49682426  0.0378368031
## Hlil_211       1.951403916 -0.046020796 -0.528338072 -0.96887851 -0.9322586214
## Hlil_212       0.131504850 -0.121318949  1.986484044 -0.05206713 -1.7723331274
## Hlil_213      -1.455324694  0.851857147  1.136869202  0.17884367  0.8481026638
## Hlil_214      -0.289154279 -0.570606356 -1.061787027  1.29339529 -0.2893194626
## Hlil_215      -0.106524472  1.656615314 -0.312571901 -1.97580891  0.2569501915
## Hlil_216      -0.707305428  0.518864520  0.324653591 -1.76635910  1.2496725541
## Hlil_217       0.003095399 -0.878814159  1.624997577 -0.24723331 -1.8257559919
## Hlil_219      -0.717237643  0.311092730  0.635827562 -0.31469276  0.5165774317
## Hlil_220      -0.401453683 -0.124702035 -0.223325703 -0.39491119 -1.3314426788
## Hlil_221      -1.031316770 -0.015997884  0.404986220  1.24885972  0.5114223481
## Hlil_224       1.619033779  0.909016867  0.536357808  0.12365369 -1.6273076340
## Hlil_225      -1.235156407  1.910606394 -0.091257136 -0.23598985  0.7052981743
## Hlil_226       0.271516665 -0.535186326  1.370087027  0.78195016  1.2970573515
## Hlil_228      -0.969701186 -0.770412649  1.254208089 -1.39341751 -1.0305125598
## Hlil_229      -0.298218931 -0.674437782  0.838281617 -0.52858511  1.3438059084
## Hlil_231       1.612705627 -1.162287111 -0.498638865  0.92597777 -1.3887205318
## Hlil_232      -1.289295182  0.374007475 -0.833952371  1.43412765  0.6344902922
## Hlil_233      -0.053700827 -1.072382296  0.278760088 -0.72498015 -0.3592367373
## Hlil_235       2.481027858  0.462401875  0.920764969 -0.71994920  1.0848034488
## Hlil_239       1.630333315 -0.695173021 -0.235940957  0.34007633 -1.3592898923
## Hlil_240       0.046261548  0.696653550 -0.672389315  1.60138499 -1.6246501043
## Hlil_241      -1.190270147 -0.065817555 -0.974552698  1.30348186 -0.3991837017
## Hlil_242       0.433666849 -1.466458918 -0.460674122  1.20504009  0.6084046480
## Hlil_243      -0.980311198  0.052504724 -1.531961127 -0.48336239  0.7107927593
## Hlil_244      -0.099600783 -0.553390012  0.487805660  0.31000333 -0.4738108990
## Hlil_245       0.865143030 -0.220380272 -0.952676143  0.48749579  0.8068323095
## Hlil_246      -0.559690155 -1.583345720  0.026350767 -0.07366313  0.5093069818
## Hlil_247       0.803152008 -1.774992086 -0.235024683 -1.21549950 -0.5051343155
## Hlil_248      -1.441289507  0.728569595  0.370706439  0.13312987 -1.3318514825
## Hlil_NBG_351  -1.218591227 -0.387632405 -0.903551864 -0.05117019 -0.9328797795
## Hlil_NC_167    0.137365535  0.048110383  0.009282628  0.12304906  0.2838965773
## Hlil_NC_170   -0.207236428  0.336813576  0.270744451  0.64484074  0.0270549337
## Hlil_NC_171    0.270086224  0.114894382 -0.104939446  0.09537838  0.2934561339
## Hlil_NC_172    0.118469969 -0.001119156 -0.088442859  0.05407038  0.2627156731
## Hlil_NTBG_260  0.519026672 -0.112819619  0.227188894 -0.19174305  0.1404010450
## Hlil_W_222     1.824608512  0.446584266 -0.008933125  1.03636004  1.3052480907
## Hlil_W_223    -0.268519483  0.007974406  0.079008073  0.11458060  0.4636553468
## Hlil_WBG_226   0.237816560 -0.165634184  1.168960766 -0.83808884 -1.3473523689
##                       PC41          PC42         PC43         PC44         PC45
## Hlil_130       0.368081020 -0.9837147619 -1.010936841  0.858923938 -1.179287129
## Hlil_132      -1.020144778 -0.4341238462 -0.205465943 -0.170790213  1.567824825
## Hlil_137      -0.606537956 -0.0724222838 -0.706155238 -0.637045175 -0.800898172
## Hlil_143      -0.338619760  0.6731750889  1.160448572  1.648575577 -0.164037320
## Hlil_145       0.190317412  0.3914065158 -1.112942492  0.474701969  0.176961849
## Hlil_146       1.196675981  0.9125112773  2.287708607 -0.950448731 -1.289517829
## Hlil_147      -0.118908935  1.0956856483 -0.855819331 -0.550289357 -0.797094967
## Hlil_148      -0.056733018  1.0956321791 -0.027114538 -0.553417844  0.470477311
## Hlil_150       0.795127381 -1.3499110077  0.274316022 -0.322297744  1.200286439
## Hlil_152      -1.270704087 -0.5605655237  0.726494550  0.855358658 -0.596254596
## Hlil_153       0.173094759 -0.3439111913  0.419592060  0.219150298  0.086391902
## Hlil_154       1.748296718 -0.3954669320 -1.466275953  1.017651167 -0.636087921
## Hlil_155       2.454662975 -0.0369313236 -0.723263764 -1.911844182 -0.502385120
## Hlil_156      -0.390598637  0.2325211602  0.471854794 -0.798335423  0.041579777
## Hlil_157       0.387655042  0.2975184087 -1.315359763 -0.903082847 -0.982922333
## Hlil_158       0.330161375 -0.6382255037  0.978531731 -0.411082755  0.124583325
## Hlil_159      -0.620804248  0.3881853896 -0.101344310 -0.243905573 -0.415992170
## Hlil_160      -0.785708801 -0.8523820058 -0.029462998  0.177137534 -0.844456133
## Hlil_161      -0.461151662  0.2098593878  1.358532100  0.214397984  0.428647927
## Hlil_162       0.864929074  0.8679002372  0.452260442 -1.300458487  1.266876659
## Hlil_163      -1.750235000 -0.2461872714 -0.327066986  0.758421032 -0.002268607
## Hlil_164       0.358465729 -0.3727766947 -0.366999439 -0.896482302 -0.813222102
## Hlil_165       0.258592606  0.0113089553 -0.730773340 -1.325850486  0.585090863
## Hlil_166      -0.644736793 -0.4922085343 -0.005376692 -0.655827906 -1.371551350
## Hlil_168      -0.031595930 -0.8535582790 -1.086198108  0.080483329  0.830473572
## Hlil_169       0.111191909 -0.1689485344 -0.193583231 -0.145095293  0.399981275
## Hlil_173      -0.305940262 -0.1127365789 -0.349802202 -0.220724405  0.259636736
## Hlil_174      -0.208573869  0.0237881036 -0.337369352 -0.033327927  0.251125465
## Hlil_175      -0.376341649 -0.0240085346  0.113450618  0.169984010  0.115591170
## Hlil_176       0.094001218 -0.0554226228 -0.448316891 -0.009639863 -0.089323664
## Hlil_177      -0.230620441 -0.4438946177  0.935477314  1.126197757 -0.178336750
## Hlil_178      -0.114631787 -0.0618646499 -0.385981735  0.139585867 -0.188036410
## Hlil_179       1.126703565  0.2892337114  0.073302744  0.965609175 -0.119182624
## Hlil_180       0.331635586 -2.0335846123  1.200289010  2.235426328  0.919284988
## Hlil_181      -0.200269317  1.1378205480  0.437318274 -1.028091925 -1.038217687
## Hlil_182       2.225727189 -0.3968275905  1.140312461  0.076882721  2.055996638
## Hlil_183       1.540133462  0.6778213201 -0.514468296 -0.013751099 -0.783696423
## Hlil_184      -0.077979660  0.5800632415  1.665903840  1.992004733 -1.244491664
## Hlil_185      -0.269668401  0.3731027438 -0.278455598 -0.999120922 -0.658046221
## Hlil_186       0.430454771 -0.4289713594  0.042531444 -0.383627794 -0.302476132
## Hlil_188       0.234499346 -0.5507782312 -0.665943298 -0.276749446  0.949513313
## Hlil_189      -0.256912709  0.1393390470 -0.874072323  0.697677561  2.215535106
## Hlil_190       1.334605232  0.8588362320  0.416133938  1.506917791  1.346401178
## Hlil_191       0.369822733 -0.7348364113 -0.119986092 -0.122206434  1.452032357
## Hlil_193      -0.093293018  1.3027336771  0.189828527  0.654735184  0.487181165
## Hlil_195      -0.790627379 -1.0634390976 -0.279386393  0.595933469 -1.630752670
## Hlil_196      -0.881174092 -0.4432916944 -0.964302854 -0.618072097 -0.439707611
## Hlil_197      -0.716318470  1.8829131406  0.033373717  0.994054390  0.518306046
## Hlil_198       0.293274283 -1.1745884887  0.491678402 -0.397191405 -0.717032825
## Hlil_199      -0.023560037  0.6481184606  0.183056468 -0.255856833  0.480812473
## Hlil_200       0.384171863 -0.3875522853 -0.323533552 -0.910231267 -0.171990165
## Hlil_201       0.227921028 -0.3699675798  0.115006663  0.371102367  0.112661799
## Hlil_202      -0.377961155  0.8638991809 -1.498667950  0.243831138 -0.249176001
## Hlil_203      -0.074419393  0.3254006111  0.065111713  0.477389736  0.793210434
## Hlil_204       1.604073835  0.1636362615 -1.405339312 -0.555833830  0.566619741
## Hlil_205       0.976599498  2.8935860216  0.727851618 -1.837649888 -0.300586041
## Hlil_207       0.198074634  0.0265318768  0.346031611  0.276577109 -0.262478786
## Hlil_208       0.222179023  0.5943448871  0.166631750 -0.122399932  0.027256821
## Hlil_209      -1.802258136  0.2069799997 -0.076006104 -1.168693168  1.285807839
## Hlil_210       0.057256906 -0.2557446890  1.210919717 -0.788424067  0.262629824
## Hlil_211       0.665719360  0.6336886048 -1.434035554  1.174169597 -0.315755213
## Hlil_212      -2.174786435  0.3418179070 -0.462118289  0.135856051  0.056568718
## Hlil_213      -0.441304066 -0.1991008088  2.060121662 -0.995999439 -0.835554251
## Hlil_214       0.005459084  0.0002635504 -0.221118039  0.201229949  0.169387137
## Hlil_215       0.497481402 -1.7912834999  0.412474947  0.347187467  1.160057134
## Hlil_216       0.446897057 -0.2055565080 -1.302751518  0.451706919 -0.481998132
## Hlil_217      -0.402297388 -2.3423923212 -0.739172738 -0.645756906  1.409691162
## Hlil_219      -0.459069025 -0.4299477175  0.866461288  0.529622767 -0.324889884
## Hlil_220      -0.565954905 -0.3562496612 -0.499553780  0.868032671  0.746129085
## Hlil_221      -1.577867300  1.0915828938 -1.612277703  0.242171214 -0.843294175
## Hlil_224      -0.189353201  0.3834377601  1.938928094 -0.439666193 -0.252284873
## Hlil_225       0.617963877 -0.5473359897  0.307295475  1.639713132 -1.205619948
## Hlil_226       1.976444492  1.2736933534 -0.733828626  1.078172283  0.926309053
## Hlil_228      -0.671802278  1.6465661830 -0.083039434  0.766338841 -0.275173641
## Hlil_229      -0.213123442 -0.7644452791  1.937877765 -0.026735955 -1.117347544
## Hlil_231      -0.161298350  0.5964561181 -0.574404350 -0.348519202 -0.533506621
## Hlil_232      -1.775696894  1.5777444849 -0.528012248  0.362495427  0.271743602
## Hlil_233      -0.699301666 -1.3602452966 -0.218530105 -1.470303455 -1.140886551
## Hlil_235      -0.112503540 -0.1782908269  0.661313852  0.388337847 -0.375269324
## Hlil_239      -1.272097843  0.4531007229  0.884772975  0.720964638 -0.483137006
## Hlil_240      -0.437807468  0.0452501305  1.664663415 -1.354914995  1.801275842
## Hlil_241       1.188983627 -2.4509262094 -0.546185888 -0.893798275 -1.489630467
## Hlil_242       0.507935326  0.2251777886  1.140882133  1.107858238 -0.181446616
## Hlil_243      -0.578899092 -0.4787746295 -0.548493460 -0.131916052  0.403785144
## Hlil_244       0.929539901  0.9823441460 -0.601972581  0.763430572 -0.102904868
## Hlil_245      -0.181428804 -0.8697540902  0.269367230 -0.037253322 -0.264685291
## Hlil_246      -0.175071301  0.3355244532  0.996988458 -2.163487322  0.438542785
## Hlil_247       0.813406412 -0.4001854015 -0.319980084  0.256854255 -1.388075461
## Hlil_248      -2.084922929 -0.6827511248 -0.396149366 -0.900736831  1.409049883
## Hlil_NBG_351   0.984404132 -0.1167826386  0.837314372  0.087287528 -0.450390935
## Hlil_NC_167    0.011566072 -0.0085532131 -0.396072478  0.154610979 -0.088332567
## Hlil_NC_170    0.054715562  0.1384062990 -0.497617296  0.256074085 -0.283611062
## Hlil_NC_171   -0.019577756 -0.1104112549 -0.417968744 -0.308318377  0.032353504
## Hlil_NC_172   -0.029733047 -0.1093311089 -0.411704738 -0.052327010  0.119110135
## Hlil_NTBG_260 -0.518327998 -0.6823926456 -0.385938907  0.642443032 -0.298355480
## Hlil_W_222     0.098312297  0.4924386532 -0.051913536 -0.306908648  0.379066685
## Hlil_W_223    -0.355323034  0.3058332877  0.168344994 -0.168680541  0.252590986
## Hlil_WBG_226   0.307362390  0.7363733129 -0.062144985  0.759900830  0.647217658
##                      PC46         PC47         PC48         PC49          PC50
## Hlil_130      -0.21445698  0.327212277 -0.837237852  0.925856091 -0.3640010226
## Hlil_132       0.23404113  0.646737064 -0.584608454 -0.979870088 -0.3321696653
## Hlil_137       1.12247660 -1.328753683 -0.998328784  1.829300852  0.0734950379
## Hlil_143       0.35087114 -0.138873301  1.729800661  0.387454664  0.4654795099
## Hlil_145       0.61327982  0.922005612 -0.397601203 -0.049759894  2.4721321014
## Hlil_146      -0.21157579  0.229226330 -0.304208642 -0.113326210 -1.6021328371
## Hlil_147      -1.04438047 -0.901248952  0.044027796  0.692877694  1.0707518091
## Hlil_148      -0.83305192 -0.292869336  1.099734963  1.470314398  0.1072806307
## Hlil_150       0.31189828  0.128764812 -0.288546755 -0.780201665  0.5070160592
## Hlil_152      -0.50516852 -1.642898679 -1.033940133  0.281801215 -0.3039046314
## Hlil_153       1.25636368  0.515171071 -1.059459094 -1.123456090 -0.3510402746
## Hlil_154      -0.08001788  0.794006434  0.905063330  1.191448261  1.1893556508
## Hlil_155       0.87850801 -0.006465284  0.052304753 -0.290538402 -0.1191541526
## Hlil_156      -0.16958129 -0.151749904 -0.302047895  0.575765781  0.0537077647
## Hlil_157       1.25125144 -1.143445811 -0.280563738 -0.234706332  0.6537554050
## Hlil_158      -0.46727943  0.140283857 -0.157435902  0.150962033  0.5383010510
## Hlil_159       0.64335571  1.943787234  0.437218033 -1.230006330 -1.0326310361
## Hlil_160      -1.07035799 -0.789679283  0.105261594 -0.791741757  0.3132932201
## Hlil_161       1.42667975  0.368581185  0.249665323  0.456330519  1.0052265364
## Hlil_162       1.26952039 -0.652485332 -0.931851365  1.191503764 -0.3429789714
## Hlil_163      -0.68964458  0.228559679 -0.424356780  0.377444341  0.1829137189
## Hlil_164      -1.61817746  1.274077177  0.309636259  0.851220047 -0.9324370395
## Hlil_165       0.54740108  0.610106694 -0.103705015 -0.755498641  0.2831114350
## Hlil_166       1.14122879 -0.092469521  0.591730751  0.884488825 -0.5681481182
## Hlil_168      -0.32710749  1.342207815 -0.102355685 -0.384536561  0.3675326669
## Hlil_169      -0.09857608  0.254991544  0.596528605 -0.200546373  0.1196612889
## Hlil_173      -0.11214776  0.052370470  0.371176323 -0.422432625 -0.0658396518
## Hlil_174       0.07533926 -0.143953126  0.301876726 -0.436317942 -0.0992241774
## Hlil_175       0.07200473  0.194510861  0.247469347 -0.358113529 -0.1741825516
## Hlil_176      -0.16774953 -0.060755262  0.269464132 -0.184696036  0.0441517610
## Hlil_177       0.63856830 -1.377842987  0.795922862 -0.476554753  0.1214904340
## Hlil_178      -0.24699137 -0.005107282  0.113613691 -0.370065359  0.1385350477
## Hlil_179       0.60956352  0.975455048 -0.053236977  0.758683545 -0.0124282469
## Hlil_180      -0.40099924 -0.010352747  1.992260297  0.113892270 -0.3133652529
## Hlil_181      -0.06670575  1.187986156  0.112257819  0.044881962 -1.0826127761
## Hlil_182      -0.56649908  0.351056797 -0.432762279  1.166542642 -0.6570184514
## Hlil_183       0.73273530 -1.207269625  0.076520199 -0.969110310  1.3018619207
## Hlil_184      -0.60838911  1.050396324 -1.057503314 -0.696713258 -0.4498334527
## Hlil_185       0.16673052  0.794654075 -0.091117170 -0.236486966 -0.6739877711
## Hlil_186      -0.89924018 -0.918266856 -0.073844328  0.026541881 -0.5891672525
## Hlil_188       0.89952274 -0.322085940  0.901840007  0.054977937  0.0868765702
## Hlil_189      -0.31140606 -0.620998045  1.069419090  1.137432204 -0.1422735716
## Hlil_190       1.35753686 -0.358363719 -0.799465452 -1.453097943 -0.4455422179
## Hlil_191      -1.08769498 -1.474367612  1.103715115 -0.406173589  0.9997115622
## Hlil_193       0.16343559 -0.652372754  0.157327511 -0.484344726  1.1523232030
## Hlil_195       0.14257086  0.371075269  0.584208995 -1.160473822 -0.4409658208
## Hlil_196       0.09537366  0.986035795  0.817612083 -0.867369147  0.3472847303
## Hlil_197       0.15461218 -0.923968920  0.009662006  0.101638754 -0.9036476437
## Hlil_198      -0.59582323  0.108218271  0.009291197 -0.057185272 -0.2524375721
## Hlil_199       1.09383445 -1.584802229 -0.271534753 -0.532385170 -0.6089920026
## Hlil_200      -0.47336520  0.390674612 -0.274827086  0.883611911  0.0240103447
## Hlil_201       0.06708597 -0.056814906 -0.006094820 -0.399124774  0.8873121581
## Hlil_202      -0.37220797  1.150137957  1.419490389 -0.732865414 -1.1891409599
## Hlil_203       0.67213248  1.802227243 -2.190998954 -0.048952701 -1.4269397156
## Hlil_204       0.86529890 -0.514363308 -0.080398035 -0.098802798 -1.1444734854
## Hlil_205      -2.60649307  0.026922305  0.602364814 -0.926745988  0.8961322299
## Hlil_207       0.21802209  0.284151088 -0.125961638 -0.374164004  0.3401722271
## Hlil_208      -0.47789010 -0.465326510  0.189206046 -0.555905034 -1.2413789818
## Hlil_209      -0.72006771  0.386754661  0.836326644 -0.972453453  2.4314190007
## Hlil_210       0.04730641  0.333178516  0.362556808 -1.495035898 -0.0121461782
## Hlil_211      -1.14796069  0.153904275 -0.555612257 -0.176124760 -0.5483902721
## Hlil_212      -1.00149100 -1.104571565  1.540385051  1.099035652 -3.0232055237
## Hlil_213       1.02337347 -0.451087407 -0.612803299  1.106797469  0.8289961141
## Hlil_214       0.53783959  0.813377172 -0.729326655 -0.529395688 -1.2059910869
## Hlil_215       1.07896553 -0.290177819  0.940264497  1.299156657 -0.3696280518
## Hlil_216      -1.44658157 -1.354913630 -1.500765219 -1.053254275 -0.1294127260
## Hlil_217      -1.86725990  0.571272696 -0.915635869 -0.961445328 -0.1231854099
## Hlil_219      -0.64311420 -1.443116247  0.250209527  0.994181843 -0.3095072683
## Hlil_220       0.95486658 -0.920000224 -1.517805374 -0.384782140 -1.1865867884
## Hlil_221       1.39942192  0.089368250 -0.937878828 -0.257590589 -0.0387430790
## Hlil_224      -0.37215480 -1.244360548 -0.395336969 -0.818642858 -0.1662795481
## Hlil_225      -0.26315816  0.771720523 -0.433087253  0.454291646  0.6686248330
## Hlil_226      -2.05229283  0.429593644 -1.177763886  1.866801455 -0.0953370591
## Hlil_228      -0.36417308 -0.756014181  0.700837235 -0.344687345  0.8625286493
## Hlil_229      -1.58698778  1.329944852  0.219011420 -0.050104004  0.1146751336
## Hlil_231      -0.08333709 -1.372021034  0.261650583 -0.577637275 -0.2368895245
## Hlil_232       0.79965693  1.862294161  0.447330948  1.575598914  0.4947438283
## Hlil_233       1.00774392 -0.109011627  1.292968944  1.075620621  0.0156687479
## Hlil_235       1.31789911  0.264941506  0.146921356  0.516746135  0.0001223767
## Hlil_239      -0.52791119  0.516496642 -2.532073476  1.313618356  1.9004611556
## Hlil_240       0.30639114  1.418961987  0.889380111  0.080047832  0.0682730203
## Hlil_241      -0.64871797 -0.624143237 -0.381084214  1.003716044 -0.0462995947
## Hlil_242      -0.03294934 -0.362911790  0.220267871 -0.652726708  0.5889299277
## Hlil_243      -0.71716700 -0.874038452 -1.055360200 -1.290018277  0.0655998015
## Hlil_244       0.69826237  0.204454284  1.516580053  0.613603303 -0.3812661328
## Hlil_245       0.67125015 -0.753956801 -0.320422604 -0.901746460 -0.0196491753
## Hlil_246       0.32911897 -0.362972620 -0.461289830  0.767674505  0.0477172223
## Hlil_247       0.78544679  0.471955703  0.453429665  0.004802652  0.9951645137
## Hlil_248      -0.47877441 -0.002419667 -1.872362754  1.289372175  0.5473915879
## Hlil_NBG_351   0.36589008  0.263813803 -0.254905433 -0.416187036  0.7482699424
## Hlil_NC_167   -0.03486606  0.056993257  0.243113436 -0.346969946 -0.0339264814
## Hlil_NC_170   -0.30823491  0.247125042  0.271548359 -0.008400233 -0.0962555494
## Hlil_NC_171   -0.02901026  0.121215257  0.265103732 -0.474891654  0.0670357214
## Hlil_NC_172   -0.12855553  0.172106220  0.201367071 -0.471082199  0.2308971150
## Hlil_NTBG_260  0.68303990  0.298064331  0.416879521  0.253767928  0.4593939829
## Hlil_W_222    -0.15165560  0.339327323 -0.084642762  0.282154598 -0.6719849442
## Hlil_W_223    -0.04066843 -0.387255797  0.367518317 -0.618516426 -0.4234521429
## Hlil_WBG_226  -0.10764811 -0.317531602 -0.107172882  0.832002677  0.1013970922
##                        PC51        PC52        PC53         PC54        PC55
## Hlil_130      -0.2077311701  0.94930815 -1.01944271  0.309061555  0.21991621
## Hlil_132       0.9593798039 -0.79736448  0.60710460 -0.445566442 -0.42268757
## Hlil_137      -0.7786921357 -0.82717050 -0.22822963  0.935366536 -0.38411410
## Hlil_143       0.6275637410  0.26594885  0.58355588  0.038790930 -0.35175533
## Hlil_145       1.4779281526 -0.51153235 -0.43443864 -0.125881769 -0.20686160
## Hlil_146      -0.7939822535  1.75337046 -1.93734472  0.242756872  0.50816098
## Hlil_147      -0.9396352425 -0.07726099 -1.12420982 -1.349164745  0.69502139
## Hlil_148      -1.4133244830  0.21829816  0.28044847 -1.316825883 -0.67333949
## Hlil_150       1.2252395477  0.81819826 -1.20478230  0.947561558 -0.54116176
## Hlil_152       1.6818113199  0.63433195 -0.48923835 -0.817521975 -0.80470755
## Hlil_153      -1.1364054007  0.35159122 -0.13104269  0.310891232 -1.17197763
## Hlil_154      -1.2745277470 -0.01977810 -0.09062949  1.230263485 -0.59685486
## Hlil_155      -1.3194174182 -1.19580764  1.10466273 -0.872400424 -0.28809866
## Hlil_156       0.3391403773  0.32097742  0.38223859  0.272982158  0.78234910
## Hlil_157       0.5665302728 -0.32528162 -0.23571209 -0.907607684  0.19533268
## Hlil_158       0.1306533619  0.69997435  0.23844174  1.055671343  0.22982329
## Hlil_159       0.4733437857  1.63630770 -0.39625710 -1.543256325 -0.04093452
## Hlil_160       0.1620067831  0.94518702  1.03312698 -0.441834327  1.24403562
## Hlil_161      -1.0718869383  0.83262884  1.25500100 -1.069517459  0.42997588
## Hlil_162      -1.2422193011 -0.98356019 -0.04959297  0.117457203  0.49235007
## Hlil_163       1.4767209210  1.06431598  0.35881614  0.611143266 -0.58208665
## Hlil_164      -0.3120895098  0.21895871  0.22977843 -0.596436996  0.46992466
## Hlil_165      -1.0635704035  0.02188502 -0.64185489  0.236333903 -0.37244078
## Hlil_166       2.0013948528 -0.41113475 -1.60428041 -0.314740028  0.65657822
## Hlil_168      -0.1978771668  0.94446140  0.12489047 -0.132869933 -0.67959960
## Hlil_169      -0.1659610636  0.54951460  0.12553257 -0.033308086 -0.25376790
## Hlil_173       0.2365831098 -0.42374007  0.33390691  0.144417409 -0.74723533
## Hlil_174       0.1999576449 -0.28811686  0.38865556  0.019008544 -0.77920245
## Hlil_175       0.2382830995 -0.13480686  0.33255667 -0.284481895 -0.38511663
## Hlil_176       0.1105372313 -0.60118942  0.27628314 -0.254542977  0.34656826
## Hlil_177      -0.9014439793  0.19560933 -0.42045784  0.477384482 -0.02875959
## Hlil_178       0.1504154555 -0.35378790  0.17662220 -0.030271835  0.29781346
## Hlil_179       0.4109628290  0.35484014  1.33132322  1.750739476  0.65385250
## Hlil_180      -0.2174307636  0.35945386  0.82025134  0.577016454 -0.63480748
## Hlil_181       0.6116890567  1.06782399  1.78815506 -0.093490496 -0.32571797
## Hlil_182       1.2372822668 -0.07142897 -0.71154985  0.676480762  1.05333456
## Hlil_183      -0.0722851043  0.61697579  0.39436100  0.513595572  0.81949860
## Hlil_184       0.5081731631 -1.93686449 -0.75764518  0.619121195  0.07832364
## Hlil_185      -0.1389586485  1.06265044  0.83583302  0.669095679  0.17233316
## Hlil_186      -0.0554845500  0.14605165 -0.36326994  0.614683469 -0.82432525
## Hlil_188       0.7114290158 -0.11161521 -0.26023607 -0.503235285  1.20452123
## Hlil_189      -0.0225637894  0.53640544  0.69414612 -0.284062294  0.22731491
## Hlil_190       0.7927300454  0.08869640 -0.55298687 -1.149553649  1.25387868
## Hlil_191      -0.5630348330 -0.21317189  0.33488438  0.410982465  0.59913105
## Hlil_193      -1.0503163368  0.15965005  0.01645945 -0.291665370 -0.75845905
## Hlil_195      -0.6092823292  0.98307939 -0.07666377 -0.620140778  0.57232876
## Hlil_196       0.2587190011 -0.28157684 -0.63506417  0.268748299  1.21490438
## Hlil_197      -0.5217705057 -0.14065401 -1.76586366  0.852351815 -0.53966091
## Hlil_198       0.7486790923 -0.79315872 -1.34692156 -0.294622785  0.52364083
## Hlil_199       0.9877156567  0.05876514  0.01325943 -0.749541223  1.32759937
## Hlil_200       0.6726176788 -0.94105731 -0.80527190  0.238090854 -2.58655187
## Hlil_201      -0.0405213859 -0.63893680 -0.51838305 -0.278707440 -0.21437113
## Hlil_202      -0.6428301305 -0.33132850  0.83677331  0.042295547 -0.68692211
## Hlil_203      -0.8493251064 -0.65617157 -0.18969071 -1.288138280 -0.31945447
## Hlil_204       0.0834333247  1.13053162 -0.47811013  0.217996826  0.41838634
## Hlil_205       0.7199850309  0.41554952  0.16712907  0.566927258 -0.11549599
## Hlil_207      -0.2806149859 -0.82847484  1.54976960 -2.132813895  0.95595610
## Hlil_208       0.9408975353 -1.59827424  0.38456631 -0.192847542 -0.53811047
## Hlil_209      -0.2657898226 -0.54638337 -1.06544177 -0.192828137 -0.84529649
## Hlil_210       0.6676242063  1.05415150 -0.39677678  1.236047978  0.10448106
## Hlil_211       0.1693863197 -0.78619505 -1.14128851  1.068266576 -0.35951882
## Hlil_212      -0.7768918765 -0.93601516 -0.14058804  0.611392420  0.29680043
## Hlil_213      -0.1704358434 -1.12586490  0.33883756  1.021526017 -1.34177265
## Hlil_214      -0.5664237727 -1.31948097  0.65369786  1.946267516  0.04284820
## Hlil_215      -0.2257155191 -0.09386352  0.29018926 -0.077222814 -0.34746779
## Hlil_216      -0.1866373301  0.74963590  0.19415810  0.375287283 -0.36160872
## Hlil_217      -0.4176209481 -1.08940718 -0.93421802 -0.623775129  0.68906359
## Hlil_219      -0.7123344085  1.01558760 -0.42966542 -1.909570388 -0.45517053
## Hlil_220      -0.0616182491  0.66844583  1.60556212 -0.291727136 -1.02785268
## Hlil_221      -0.3889317129  0.94957528 -0.30206826 -0.283270989 -0.76500279
## Hlil_224      -0.7858214590  0.36056214  1.06229581  0.698794203 -0.37035739
## Hlil_225      -0.8004891350  0.16952385  0.30759833 -0.007747587  0.80221483
## Hlil_226       0.0965297539  1.24820320  0.34517563 -0.759178554 -0.37434490
## Hlil_228       0.4943746284  0.70059045 -0.90413380  0.762885415  0.74396807
## Hlil_229      -1.0442698796 -2.00297620  0.44369800 -0.615368662  1.31550812
## Hlil_231       0.9890426508 -0.71654888  1.72532850  0.713796395  0.76340689
## Hlil_232       0.6953080554 -0.57242919  0.62215397  0.831388120  0.48113913
## Hlil_233       0.0003252588  0.46015829 -0.88311735  0.169439395 -0.65099369
## Hlil_235      -0.6137095190  0.16557554 -0.92125271 -0.592448803  0.87860756
## Hlil_239      -0.0300376368  0.09860402  0.02780267 -0.695653135 -0.21241487
## Hlil_240      -0.4698604403  1.28893881 -1.23594398 -0.671932975 -1.00223270
## Hlil_241       1.4402032630  0.43455324  0.95614723 -1.125710307 -0.77690558
## Hlil_242      -0.9325871078 -0.84146101  0.17251360 -0.597958379 -0.46805901
## Hlil_243      -1.8282964256  0.21857491 -0.20449583  0.581893295 -0.95321850
## Hlil_244      -0.0573498645 -0.87333922 -1.66420599 -0.259117673  0.49396264
## Hlil_245      -0.5680310117 -0.97503512 -0.49703567  0.248986871  0.22204517
## Hlil_246       1.3067872635 -0.67644048  1.20890261  0.350148828 -0.18009985
## Hlil_247      -0.8177711984  0.33216296  0.18299209  0.651938270  0.02626452
## Hlil_248      -1.0497652171  0.78525076 -0.01454061  1.384664769  3.08094028
## Hlil_NBG_351   1.0552849433  0.26953566  0.18481430  0.496377322 -0.32367983
## Hlil_NC_167    0.0387125372 -0.29251222  0.20849409 -0.081308014  0.24994039
## Hlil_NC_170    0.2533465797 -1.16094627  0.09594308 -0.425845762  0.42811112
## Hlil_NC_171    0.0757323012 -0.30067902  0.40672343 -0.082442909  0.29396333
## Hlil_NC_172    0.0813474378 -0.36714430  0.48812597 -0.246019172  0.16512653
## Hlil_NTBG_260  0.3580361150  0.25074550  0.43382209  0.906726247 -0.02691821
## Hlil_W_222     0.3190227307  0.79526785  0.59625120  0.427610746  0.14470629
## Hlil_W_223     0.3519245856 -0.55536435 -0.16714473 -0.109156327 -0.38114787
## Hlil_WBG_226   1.5187792730 -0.69165259 -0.17867297 -1.387323146 -0.78731048
##                       PC56         PC57         PC58         PC59         PC60
## Hlil_130      -0.505205936  0.304360205 -1.228522964 -0.343067447 -0.192521150
## Hlil_132       0.953367143 -0.622700030  0.240496474 -0.795841808 -0.642400167
## Hlil_137      -0.378260509  0.260373453 -0.115483035 -0.214911587 -0.409707900
## Hlil_143      -1.741599561  0.405394135  0.114250279  0.417252420 -0.142955855
## Hlil_145       0.571021555 -1.148600037  1.107666264 -0.049224025  0.009014506
## Hlil_146       1.075923850  0.265601842  0.412982987  0.747694932 -0.234955605
## Hlil_147      -0.538104180 -1.088503408 -0.324301666 -0.460545807  0.077396882
## Hlil_148       0.171412229  0.300558356  0.085018536  0.230009663 -0.247012867
## Hlil_150       1.376355500  0.655567575 -0.653522735  0.347838177  1.472104268
## Hlil_152       0.184549754 -0.191243325 -0.108449544  1.211369322  1.143729424
## Hlil_153       0.122072778 -0.087653488  0.135994767 -0.509128150  1.087930431
## Hlil_154       0.052342735  0.532387275 -0.403474662 -0.296697588  0.264987601
## Hlil_155      -0.318060465  1.159986006  2.265332780 -0.459694608  0.635322490
## Hlil_156       0.545167044  0.565016583 -0.673595820 -0.889110526 -0.340661678
## Hlil_157      -0.545930424 -0.744844713 -1.079407253  0.256529499  1.469395922
## Hlil_158       0.161829840 -0.147274626  0.951375179  0.149794061 -0.369144788
## Hlil_159      -0.314812376  0.674650437 -0.006208661 -0.471542212 -0.211874627
## Hlil_160       1.463493325  0.139734292 -1.168498621 -0.355304835  0.261845342
## Hlil_161      -0.400346652  0.320225761  0.311857604 -1.616195432 -0.962437426
## Hlil_162       0.290208994 -0.710097002 -0.206718570 -0.481516086  0.206808476
## Hlil_163       1.216290058  0.318827045  1.032899596 -0.629949679  0.768043254
## Hlil_164       0.586780845 -0.092354222  0.981795814  0.194816100  0.855357447
## Hlil_165       0.564948050  0.643468589 -0.421894142 -0.198510726  0.193987385
## Hlil_166      -0.717996242  0.374259414  1.055180464  0.253958917  0.824442507
## Hlil_168      -0.458252295 -1.036009708  0.058619415  1.507900734  1.243170527
## Hlil_169       0.096304660 -0.802184793 -0.162459324  0.537204452  0.775202065
## Hlil_173      -0.251140163 -0.307125211  0.106887411  0.171905860 -0.174500261
## Hlil_174      -0.175332020 -0.230864814  0.109959175  0.106078120 -0.394359001
## Hlil_175      -0.409918755 -0.377425277  0.133416998 -0.145602745 -0.511458496
## Hlil_176       0.022136583 -0.123419876  0.122418998  0.125871295 -0.110526660
## Hlil_177      -1.432564056 -0.437057985  0.657178665 -0.218644126  0.257567780
## Hlil_178      -0.102972019 -0.505994378  0.330888067  0.218921969 -0.112165391
## Hlil_179      -0.581286987 -1.904519802 -0.345868783 -0.454632125 -0.804038888
## Hlil_180       0.837053895  0.542376944 -0.422874773 -1.368130023  0.175826566
## Hlil_181      -0.892474271 -0.066942298 -0.001889174  0.191067046  1.068640846
## Hlil_182       0.115474194 -0.001407523  0.441918315  0.570545685  0.021269225
## Hlil_183      -0.415467163  0.807897423 -1.387350413 -0.126500591  0.167505062
## Hlil_184      -1.962291250  0.211284626 -0.193188952 -1.615773862  1.070155373
## Hlil_185       0.690226197  0.721717392 -0.484536485 -1.363873017 -1.519643545
## Hlil_186       0.480380345 -1.607535203  0.051172152 -1.107665060 -0.498047374
## Hlil_188       0.446253579  1.398304923 -1.006189961 -0.838221076  1.560460183
## Hlil_189      -0.013009885  0.154580690  0.441535230  0.716618655 -0.918234205
## Hlil_190      -0.513043197 -0.413384342 -0.181700831  0.210998565 -0.878206065
## Hlil_191       0.254089293 -0.092551084  0.149762031  0.542856517 -0.601634352
## Hlil_193      -0.548798710 -0.546370132 -0.672715738  0.383810327 -0.802339387
## Hlil_195       0.374756976 -1.091985088 -0.604108942  0.565283532 -0.249455598
## Hlil_196      -0.714199592 -0.020988477 -0.858906190 -0.404096920 -1.133752001
## Hlil_197       1.428214607  0.159206949  1.361835378 -1.168489939 -0.862163707
## Hlil_198      -0.400267835  1.045007492 -0.351084239 -0.270436381 -0.416769175
## Hlil_199      -0.789138346 -0.799394427  0.823146221 -0.004384314 -0.309952523
## Hlil_200      -0.953389690  0.954345567  0.548625483 -0.022920103 -1.352323809
## Hlil_201       0.817289141  0.293810199  0.452735302 -0.509773400  0.225808873
## Hlil_202      -1.164596461  0.631362765  0.505436798 -0.302290653  0.119993049
## Hlil_203      -0.002762481  0.322883238  0.092606695  1.469819142  0.041211544
## Hlil_204       0.296543177 -1.089621910  0.546526391  0.505760453 -0.140139545
## Hlil_205      -0.583029300  0.252850241 -0.625495220  0.257916962  0.201686051
## Hlil_207       1.449852310 -0.143357623 -0.484377845  0.456331136 -0.511409165
## Hlil_208       1.333714290  2.120959800 -1.085647905 -1.313572750 -0.073818028
## Hlil_209      -0.039542319 -0.051848794  0.231933394  0.595142956  0.597236634
## Hlil_210      -0.279692028 -0.246695566  1.641798914 -0.028319109 -0.954876451
## Hlil_211      -0.348252847 -0.121569563 -0.225053349  0.826819080 -1.520817788
## Hlil_212       0.421623772 -1.406881478 -0.656801283  0.772801297  0.055228127
## Hlil_213       0.476081325 -0.612567002 -0.032327506  0.975186250 -0.173694248
## Hlil_214      -0.510570217  0.471608422 -1.824766181  1.074312026  0.588900200
## Hlil_215      -0.364140882  0.675045445 -1.669462392  0.112805873 -0.083178932
## Hlil_216       0.259139537 -1.139992000  0.713044007 -1.483698059  1.225601742
## Hlil_217      -0.139164006  0.753916143  0.414461052 -0.054581317 -1.361009480
## Hlil_219      -0.363343638  1.082259590  1.379871072 -0.204102852  0.032506635
## Hlil_220      -0.597351652  0.744734950  0.290926037  0.198190958  0.716766545
## Hlil_221       0.887191961  0.645063313 -0.682643065  0.492167410 -1.229448970
## Hlil_224       0.995443126 -0.471519276 -0.537115448  0.386848772  0.606941865
## Hlil_225       0.718430839  0.287205924  1.763428940  0.359056272 -0.160878817
## Hlil_226      -0.251136850  0.513051726 -0.326348074 -0.534062139  0.464371998
## Hlil_228      -0.468338054  2.518554212 -0.472654960  1.217631856 -0.268071326
## Hlil_229      -0.067194605 -1.182618380 -0.317858802  0.055672367  0.495171716
## Hlil_231       0.023853480  0.408459607  1.360503537 -0.556949034  0.119622502
## Hlil_232       1.332527803  0.276408740  1.128648013 -0.176900818  1.416644183
## Hlil_233      -0.789736814 -0.078373494 -0.113688065 -0.995491424  0.174482858
## Hlil_235       0.393762392  0.204830000  0.034198652  0.349490538 -0.764088593
## Hlil_239       0.814572899 -0.139886221 -1.071943997 -0.373004241 -1.057530775
## Hlil_240      -0.957080663 -1.168511792 -1.049174573 -0.883836987  0.432348401
## Hlil_241      -0.343999640 -0.098580443 -0.303783693  0.916591116 -0.847567798
## Hlil_242      -0.248026449  1.443646022  0.499886286  2.220496137  1.074521105
## Hlil_243      -0.287449124  0.108367759 -0.315441858 -0.259771316  0.843967312
## Hlil_244       2.236182912 -0.824729328 -0.411839845  0.079544473  1.300953243
## Hlil_245      -0.253953476  0.012909121  0.729023646 -0.806627175 -0.291991235
## Hlil_246       0.615137328  0.362844924 -0.532964889  0.615042266 -0.398881181
## Hlil_247       0.729685325 -0.388036584  0.282288981 -0.082955191  0.060362859
## Hlil_248      -1.850070279  0.731080115  0.490581781 -0.122889665  1.096528309
## Hlil_NBG_351   0.131672922 -0.191609504 -0.371413478  0.042391553 -0.564714269
## Hlil_NC_167   -0.201597763 -0.236904462 -0.006387692 -0.072150448 -0.245285979
## Hlil_NC_170    0.232924652 -0.245670467 -0.277911695  0.769809623 -0.433114083
## Hlil_NC_171   -0.166024777 -0.148172431  0.155058344  0.019778640 -0.329769579
## Hlil_NC_172    0.040593607 -0.105777641 -0.023203259 -0.131396173  0.010123813
## Hlil_NTBG_260  0.038912634 -0.329581225  0.749971384  1.613180077 -0.582029490
## Hlil_W_222    -0.819482057 -0.242916777 -0.354347125  0.654682642 -0.470273643
## Hlil_W_223     0.069563427 -0.663261516 -0.017998777  0.643722086 -0.266516846
## Hlil_WBG_226  -1.224953927 -1.249870482 -0.641541055 -1.566534267  0.621205594
##                      PC61         PC62        PC63         PC64         PC65
## Hlil_130       0.27575761 -1.075998570  1.20069488 -0.550335610  0.560293777
## Hlil_132      -0.02742532 -0.803257557 -0.21159011  1.085498372 -0.098666718
## Hlil_137      -0.09049708 -0.457383168  0.34108853  0.004559911 -0.454033523
## Hlil_143       0.99345882  0.169471394 -0.92554777  0.552939609  1.046461809
## Hlil_145      -0.32482793  0.044314474 -0.34978874 -0.624842247  0.385964117
## Hlil_146      -0.73559291 -0.072698136  0.20031764 -1.379885292 -0.014068481
## Hlil_147      -0.17349833 -0.123042769  0.88386992  1.371754078 -0.338379795
## Hlil_148       0.14269147 -0.275770741 -0.19279477 -0.822171601  1.352383295
## Hlil_150       0.38808502 -0.529545066  1.31518870 -0.139082249 -0.524441466
## Hlil_152      -0.43387509  0.647469002 -1.14408036 -0.630076447 -0.187260508
## Hlil_153      -0.27401615 -2.546797907  0.58570579  0.194107259  0.846246870
## Hlil_154       1.55238092  0.543765740 -0.30498188  0.957832262 -0.160700416
## Hlil_155       0.95650814 -0.445751191 -0.23817463 -0.306543597  0.097776872
## Hlil_156       0.11533697  0.278702312 -0.54192628 -0.345292407  0.404048981
## Hlil_157      -0.49420863  0.135306734 -0.88914111 -0.247526028  0.418938545
## Hlil_158       0.34799827  0.388160676  0.92830262 -0.376260261 -0.114967701
## Hlil_159      -0.82425753 -1.108417380 -0.48584188 -0.651234009 -1.633498076
## Hlil_160       0.96968608  0.255022717 -1.34713588  0.269013566  1.163256857
## Hlil_161       0.28932785 -0.021974535  0.05673940 -0.560318350 -0.285830891
## Hlil_162      -0.19406712  1.321313991 -1.28745094  0.549587265 -0.810682582
## Hlil_163       0.32333034  0.729116176 -0.29789587 -0.128382006  0.814894365
## Hlil_164      -0.79391888 -1.300688416  0.58417786  1.546579094 -0.851413421
## Hlil_165      -0.60938970  0.491310966 -0.94687183 -0.042174296  0.537875118
## Hlil_166       0.84688442 -0.830174215 -0.52024790  0.562948622  0.631691390
## Hlil_168       0.29194450 -0.116247996 -0.47659884 -1.404218509 -0.174454865
## Hlil_169       0.16481926 -0.202149851 -0.35475752 -0.600178997 -0.208210298
## Hlil_173      -0.39786720  0.296019088  0.01268650  0.251320624 -0.075067731
## Hlil_174      -0.32398205  0.059696113 -0.17188451  0.075135758  0.010077734
## Hlil_175      -0.29875311  0.217643386 -0.20450180 -0.406547744  0.045842649
## Hlil_176      -0.32384409  0.329579399  0.12985873  0.280751158 -0.568987317
## Hlil_177       0.07155418 -0.440969585  1.15207196 -1.339478771  0.323045196
## Hlil_178      -0.13853177  0.592973443 -0.11695458 -0.007489429 -0.185196836
## Hlil_179      -0.54906721 -0.854660803 -0.13285688  0.446586221  0.697796351
## Hlil_180      -0.49877497  0.406308308 -0.38015285  0.106509936  0.187876402
## Hlil_181      -0.89439117  1.091546849  1.19246573  0.165965743  0.258956486
## Hlil_182       1.95244951 -1.453289371 -0.01213760  1.061155731  0.196985859
## Hlil_183       0.55426484 -0.672958246 -1.01155617 -0.465103261 -0.546385899
## Hlil_184      -1.13897970  1.368628209  0.44567217 -0.176884962 -0.926970496
## Hlil_185      -0.29000761  0.527004743  0.39119859 -0.228737319  1.272819718
## Hlil_186       0.30149553  0.072370661 -0.20015724  1.097832723  0.204072588
## Hlil_188      -0.35204810 -0.127990570  0.86984646 -0.726490186  0.819344977
## Hlil_189      -0.03381847  0.017553333  1.86582531 -1.376461566  0.335753972
## Hlil_190       0.08928453 -0.984633448 -0.28683497  0.472332271  0.005188641
## Hlil_191      -1.79469363 -0.285403765  0.11795855 -0.127780950  0.548232665
## Hlil_193       0.99384684  0.953140774  0.19162693 -0.910692198 -0.972880365
## Hlil_195       1.60064597  1.425900915  1.67262499  0.422906676 -1.273157240
## Hlil_196      -0.19663108 -0.551253837  0.26038031 -0.280640990  0.413495149
## Hlil_197       0.23837656 -0.508173490 -0.21437522 -1.007045378 -0.650079447
## Hlil_198      -0.14197443  0.466336224 -1.11969658 -0.747832152 -0.234152149
## Hlil_199      -0.58097879 -0.599773863  0.26035307 -0.578015100 -0.220876725
## Hlil_200      -0.40842387 -0.448414547  1.23137891 -0.665296709  0.552517588
## Hlil_201       0.03970553 -0.087487550 -0.20421064  0.224148746  0.080601860
## Hlil_202       1.04568595 -1.234784956 -0.24951988  0.409021946 -0.668684085
## Hlil_203       0.81558115  0.786069889 -0.03852904  0.773804404  1.180796427
## Hlil_204       0.75632909  1.467523977 -0.47274835 -1.348737242  0.926826549
## Hlil_205      -0.06837481 -0.556627461 -0.31880223  0.120574994 -0.375456764
## Hlil_207      -0.30166194 -0.308696573  0.58701770 -0.069756009 -0.339532469
## Hlil_208       0.68683953  0.647331841  0.11172724 -0.205596042  1.163792777
## Hlil_209      -0.12907613 -0.169819958  1.29576227 -0.094696455  0.334432866
## Hlil_210       1.98772414  1.599014597 -0.01382835  0.955590646 -0.920056842
## Hlil_211      -1.24845434  0.392447884 -0.07947540 -0.833711348  0.760405978
## Hlil_212       0.76976064 -0.993994030 -1.21846498  0.047370314 -0.018899308
## Hlil_213      -0.06563716 -0.569908085 -0.07719078  0.977819681  0.190396060
## Hlil_214      -0.23425032  0.299193178 -0.22131589 -0.864331714 -0.110885094
## Hlil_215      -0.68705779 -0.620764227  0.13981237  0.529602235 -2.616856453
## Hlil_216       0.10778656 -0.649106359  0.00640790  0.301133828 -0.610639832
## Hlil_217       0.37882827  0.305378311 -0.83280092 -0.089256353 -0.877774362
## Hlil_219      -0.20840951  0.091494043 -0.91441798 -0.067482294 -0.599519993
## Hlil_220      -0.50169615  0.319707329  0.46100366  0.552337021 -0.038527095
## Hlil_221       1.24609440  0.029668131  0.72869135  1.270126172  0.488063298
## Hlil_224      -0.01148333 -0.810960402  1.26355806  0.040033083  0.096359680
## Hlil_225      -1.64229609  0.753575533  0.52721460  0.702311421  0.570135685
## Hlil_226      -0.41514701  0.723296078 -0.42539842  0.163008553 -0.906612734
## Hlil_228      -0.46396449 -0.407728284  0.04736905  2.114971868  0.099409389
## Hlil_229       1.26284667 -0.690317078  0.14715682 -1.351902160  0.998876559
## Hlil_231      -0.60274794 -0.619153920  0.22470935  0.279175424  0.098961667
## Hlil_232      -0.06442590 -0.363294731 -1.02037278 -1.352858671 -0.898881743
## Hlil_233       0.56587528  0.388975072  0.07386336 -0.534444171 -0.914875892
## Hlil_235      -0.95247930  0.346045201 -0.09528568  0.393499532  0.797080838
## Hlil_239       0.71793235 -1.319857084 -0.36630044 -0.582527586 -0.848782646
## Hlil_240      -1.39803389  0.407598279 -1.23902420  1.514300854  1.464135121
## Hlil_241      -0.53482858 -0.114094230  0.13041410  0.047555555  0.759007020
## Hlil_242       1.02679214  0.352030335 -0.19188320  0.091063531  0.420138852
## Hlil_243      -0.41370534  0.126449818 -0.88519665 -0.050231153  0.009562376
## Hlil_244      -0.63778719  0.997961900  1.63805571  0.733586036 -0.431918906
## Hlil_245      -0.45959195  0.447918046  0.20523509  0.519760225  0.390468168
## Hlil_246       0.09470993  1.457333768  0.70240292 -0.218797636 -1.298257118
## Hlil_247      -0.41696407  0.444551065 -1.15712961  0.086953562  0.228065754
## Hlil_248       0.26311229  0.513146671  0.63935028  0.289570449  0.506516889
## Hlil_NBG_351   0.40237749 -0.754202160 -0.55563703 -0.763370399 -0.343086918
## Hlil_NC_167   -0.14041049  0.287963593 -0.01837174  0.102051245 -0.472471542
## Hlil_NC_170   -0.69940607 -0.008619159  0.17182163  0.046153528 -0.444887360
## Hlil_NC_171   -0.14800555  0.289542203 -0.03190421  0.238865614 -0.379325881
## Hlil_NC_172   -0.10991489  0.319959371 -0.04638055  0.205022498 -0.370041096
## Hlil_NTBG_260 -0.81180672 -0.225472983 -1.27063552  0.542584875 -0.379401180
## Hlil_W_222    -0.18137167 -0.067541636  0.20484920 -0.244487087 -0.152501669
## Hlil_W_223    -0.14926954  0.152391897  0.10520080  0.598958400 -0.080284189
## Hlil_WBG_226   1.40849104  0.634626252  1.00910215  0.178931822  0.912652331
##                        PC66         PC67         PC68         PC69        PC70
## Hlil_130      -0.9543483141 -0.449517909  0.012063200  0.280858021 -0.18754919
## Hlil_132      -0.0924871750 -0.380831738 -0.327730876  0.058268409 -1.14159925
## Hlil_137       0.2333249889  0.268880755  0.727521175 -1.018591727 -0.29957218
## Hlil_143       0.4318584321  0.220229550 -0.340757117  0.280548225 -0.48434400
## Hlil_145      -0.0015349297  0.308991009 -0.453606554 -0.121463776 -0.43241796
## Hlil_146       0.4468667295  0.453139895 -0.081174012  0.287835569  0.72126605
## Hlil_147       0.9235027276 -0.008879919 -0.007065637 -0.239772883 -1.14962107
## Hlil_148       0.1102278549 -0.169224919  0.423412363  0.120342630  0.40326014
## Hlil_150      -1.2933017208  1.057538866 -0.065041379 -0.458748347  0.77412947
## Hlil_152       0.4846402407 -1.363638348 -0.382395081  0.147580757  0.19463110
## Hlil_153       0.4544847766  1.518905449 -0.663643172  0.316321747 -0.33100256
## Hlil_154       0.5384952256  0.233946637  1.102035386  0.770432475  0.26752352
## Hlil_155      -0.0254410495 -1.016523488 -0.273278178 -0.277478980 -0.28878516
## Hlil_156       1.2118180636  1.715101487 -0.877176248 -0.333873471  0.81294430
## Hlil_157      -1.4218371444 -0.731306096  1.306395203  0.705827749  0.88795658
## Hlil_158       0.3583606766  0.301258331  0.613886797 -0.457835253 -0.85563313
## Hlil_159      -0.9815788915 -1.544013087  0.795459578 -0.125632183 -0.77162299
## Hlil_160       0.5550424812  0.409969248 -1.138563458 -2.283851733  0.35509957
## Hlil_161      -0.6864340220  0.106739973 -0.717334912 -1.480042141 -0.49942675
## Hlil_162       0.1746672252  0.663249732 -0.768769761  0.153152698  0.91672261
## Hlil_163      -0.2835192303  0.108379424  0.186948440  0.374932646 -0.08372291
## Hlil_164      -0.3036137614  0.169385622 -0.653104299  0.623928350  0.05210207
## Hlil_165       0.3085111924 -1.039413777 -0.433784789  0.407505856  0.65572583
## Hlil_166       0.3170484352  0.225663934 -0.836094956 -0.479597295  0.52361377
## Hlil_168       0.6992415004 -0.120621216  0.259363148 -1.541029852 -0.76931217
## Hlil_169       0.4146923863  0.019346962  0.607410945 -1.151122769 -0.73231004
## Hlil_173      -0.1461243170  0.048390271  0.701113521 -0.279598146  0.31393833
## Hlil_174      -0.3500163170  0.027561134  0.602546266 -0.264280351  0.14999444
## Hlil_175      -0.3821996747 -0.049149168  0.638842641 -0.850673264  0.16863114
## Hlil_176      -0.3033015400  0.223004697  0.061609514  0.457240381  0.16860571
## Hlil_177      -1.6782060209 -0.302323232  1.001276990 -0.622032987  0.46413711
## Hlil_178      -0.0002959297  0.314620110  0.141961339  0.240006276  0.28133945
## Hlil_179      -0.1157935934 -0.306541218  0.433965385 -0.441080295  0.11968639
## Hlil_180       0.6567732015  0.152512997  0.448982681  0.943635187  0.36115309
## Hlil_181       2.5296828220  0.830046917  1.420929904  0.661926951 -0.89849787
## Hlil_182      -0.0007444249 -0.332671047 -0.254583074  0.075065654 -0.34843327
## Hlil_183       1.0055283915 -0.501913686 -0.225132362  0.285324869  0.37043385
## Hlil_184      -1.1003827956  0.084456916 -1.055590441 -0.986410815  0.97611289
## Hlil_185      -0.7522629883  0.525732964  1.029947031  0.443751415  1.37751353
## Hlil_186       0.4923221943 -1.765104612  0.222162044 -0.803528152 -0.17012065
## Hlil_188      -0.1045536894  0.253243162 -0.744899972  0.203457849  0.03681503
## Hlil_189      -0.3875923644 -1.642767973 -1.747789744 -0.006191172  0.90884781
## Hlil_190       1.3903300362  0.611264995  0.625967533  0.251583979  0.10751586
## Hlil_191      -0.2663148671  0.781495134  0.688263885  0.507847785 -1.12629010
## Hlil_193       0.1595816778  0.208006336 -0.136209894 -0.184970845  0.15530319
## Hlil_195       0.2803550909  1.460696885 -1.010493291  0.369699696  0.03214810
## Hlil_196      -0.0592314963 -0.402056741  0.795730135  0.437679289 -0.14931508
## Hlil_197       1.4931614702 -0.567614822 -0.371157988  0.701955460 -0.07716656
## Hlil_198       0.1443650913  0.772864789 -0.470999424  0.582534432 -1.35417204
## Hlil_199       0.1934971083  1.058337244  0.766560662  0.191876445 -0.02743374
## Hlil_200       0.3993487991  0.980224188 -0.358790677 -0.885933522  0.04896001
## Hlil_201      -0.1336097938  0.145605650 -0.030180739 -0.388543029 -0.25304216
## Hlil_202       0.5989935126 -0.219204186 -1.434418625 -0.541485368  1.69914884
## Hlil_203      -0.7538721852 -0.268966814  0.926043446  0.058499804  0.47790506
## Hlil_204      -0.5107154480 -0.088229746 -0.692159165  0.207154519 -0.58686178
## Hlil_205      -0.9542391782  0.052349749 -0.483643039 -0.191530639 -0.01795321
## Hlil_207      -0.4565142188  0.186430295 -0.357461988 -0.675148568 -0.36167359
## Hlil_208      -0.2027227238 -0.579075464  1.678965379 -0.697392413 -0.55269981
## Hlil_209       0.6420648024  0.065626432 -0.626998240  0.780952715  1.33960082
## Hlil_210      -0.4362822635 -0.744881410  0.765082553  0.745402830  0.59265181
## Hlil_211       0.3723530339  0.537190586 -0.441141837 -0.368554768 -0.60218153
## Hlil_212      -1.4544366070  0.894336110 -0.416953671  0.122281223 -0.41547768
## Hlil_213      -0.4614967635  0.311024438  0.372949209 -0.573723517  0.09901648
## Hlil_214       0.9733897139 -1.401299987 -1.030868129  0.540065055 -0.76558000
## Hlil_215      -0.0227384633 -0.117003161  0.248137875  0.728256367 -0.15834281
## Hlil_216      -0.1355707423 -0.464158842  0.107118206  0.192994462  0.17384043
## Hlil_217       0.2971643808  0.235998946  0.875080640 -0.446274467 -0.15083493
## Hlil_219       0.1762307736 -0.086049429  0.550416154  0.461112923  0.49043800
## Hlil_220       1.2461977708 -0.034322043 -0.537260098 -0.660177127  0.22101654
## Hlil_221      -1.1348006645  0.425942768 -0.352134117  0.234908757 -0.82760832
## Hlil_224      -0.6260641860 -1.009940930  0.115097358  0.709937955 -0.18748495
## Hlil_225      -0.0683983461 -1.163273132 -1.215187898  0.361174174 -1.28346810
## Hlil_226      -1.5279071361  1.260207374  0.214513795 -0.762087588  0.04792764
## Hlil_228       0.1277232614 -1.228286094  0.036369561 -0.474844339 -0.76430239
## Hlil_229       0.5047693897 -0.868490609  0.432081648  0.086311788  0.01480973
## Hlil_231      -0.3202148395  0.707315066  0.013618676 -0.124950096 -0.08928911
## Hlil_232      -0.1332277443  0.426559488  0.816120842  1.211172822 -0.26543881
## Hlil_233       0.3229614073  0.067151079  0.063665663 -0.697927216 -1.50582207
## Hlil_235      -0.4162724601 -0.238695442 -0.209859864  0.224477380 -0.40592854
## Hlil_239       0.8529619117 -0.556028132  0.513444187  0.663049365  0.94746851
## Hlil_240      -0.1264293711 -0.159040587 -0.670521693 -0.255856823  0.04369333
## Hlil_241       0.5935110848 -0.430009537 -0.137730908  0.984955636  1.35340356
## Hlil_242      -0.5458538290  1.141307029  0.549289010  0.172466611 -0.46744936
## Hlil_243      -0.1068427363  0.353619929 -0.063538928  0.749280367 -1.00675508
## Hlil_244       1.1719529141 -0.753196611  1.237338663 -1.867316665  0.77037139
## Hlil_245       0.0988738342 -0.244458708 -0.402766585  0.364339702  0.68725451
## Hlil_246      -0.5121385108 -0.867663811 -1.189823688 -0.018676197 -0.95791339
## Hlil_247      -1.1041999862  0.286195143 -1.078459882  0.985139873 -0.39637477
## Hlil_248       0.0547036995 -0.186179341  0.578525350 -0.179586438  0.27621983
## Hlil_NBG_351  -0.0168433741  0.204203209 -0.336624374 -0.212309985 -0.31397919
## Hlil_NC_167   -0.1202467196  0.122415745 -0.083216125  0.344378519  0.42466561
## Hlil_NC_170   -0.0847600660  0.554809030 -0.258690275  0.897050234  0.94011541
## Hlil_NC_171   -0.0581378520  0.204646192  0.054573814  0.309388451  0.41545339
## Hlil_NC_172   -0.1082439957  0.073289514  0.200224428  0.209548700  0.13854777
## Hlil_NTBG_260 -0.2055429721 -0.381675825  0.458776989 -1.154519707  1.37869553
## Hlil_W_222     0.2514813375 -0.017065922  0.053775698  0.293839509  0.21854817
## Hlil_W_223     0.0053611168  0.784915919  0.340925132  0.339746216 -0.02152506
## Hlil_WBG_226  -0.2689833306 -0.353016542 -0.371682882  1.725638154 -0.82056803
##                       PC71         PC72        PC73         PC74         PC75
## Hlil_130      -0.657994980 -0.940131720  0.48309573 -0.496351153  0.383329440
## Hlil_132       0.687792086 -0.595423260 -1.82632423 -0.810715469 -0.098892184
## Hlil_137       0.396299649  1.326170786 -0.04058525 -0.204283129 -0.110354507
## Hlil_143       0.319451798 -1.136651405  0.16785054  0.678481405  0.322850806
## Hlil_145      -0.002505380 -0.233985061  0.91701061 -0.763256004  1.273116763
## Hlil_146       0.143238751  0.094910169  0.25815904  0.213132473  0.124077169
## Hlil_147      -0.999011968 -1.179138772 -0.42789336 -0.707963673  0.661623380
## Hlil_148      -1.192342772  1.085108738 -0.53324356  0.116660091  0.765829836
## Hlil_150      -1.128311051  0.883086825  0.86105076  0.791328435 -0.803263562
## Hlil_152       0.064730873  0.836757456 -0.46883131 -0.210329291  0.668125972
## Hlil_153      -0.675246109  0.493113138 -0.41330272 -0.513343426  0.954468191
## Hlil_154      -0.677920169  0.300846862 -1.40608134 -0.035116492 -0.420847994
## Hlil_155      -0.110819827  0.099884863  0.36625090 -1.143309741 -0.657990147
## Hlil_156      -0.057285860  0.317095268 -0.39790378 -1.245041153  0.067596772
## Hlil_157      -0.078017345 -0.126600701  0.51198809  0.643622745  0.555184771
## Hlil_158       0.795842510  0.117003839 -1.71572453  0.224088745 -0.091949090
## Hlil_159       0.656106074  0.155643132 -1.03293570  0.399472637 -0.259636859
## Hlil_160       0.336016876 -0.187693191  0.57016609  1.095013578 -0.235915519
## Hlil_161      -0.545052277 -0.281500637  0.79363978  0.934281406 -0.550985189
## Hlil_162       0.911758347 -0.144367605  0.07080393  0.556337049  0.764543076
## Hlil_163       0.271059429 -0.081687861 -0.24787208 -1.083210433 -0.055511162
## Hlil_164       0.692708092  0.058707457  0.87933886  1.008375237 -0.165803918
## Hlil_165       1.108638974  0.894426766  0.23987416 -0.176790752 -0.892494751
## Hlil_166       0.154916745  0.287999120  0.14854598  1.161554820  0.603272580
## Hlil_168      -0.525620948  0.252401726 -0.09606787 -1.155434861 -1.135927045
## Hlil_169       0.307999292 -0.538231270  0.38802514 -1.153959027 -1.205669339
## Hlil_173       0.315548858 -0.175079248  0.12975192  0.767553080 -0.014448794
## Hlil_174       0.488634211 -0.202949042  0.25365238  0.622767155 -0.087632084
## Hlil_175       0.412348050 -0.299568015 -0.29320953  0.735766752  0.036636484
## Hlil_176      -0.127888039  0.110845705  0.14067738 -0.139620570 -0.577666401
## Hlil_177       0.335437143  0.255624425  0.56189856 -0.443380062  0.529840536
## Hlil_178       0.142598062 -0.127897220  0.16248335 -0.080193105 -0.455506992
## Hlil_179      -0.008584775  1.295748303  0.34160917 -0.256953189 -0.326994291
## Hlil_180      -0.061140124  0.452617051 -0.34876226  0.601488002  0.080200372
## Hlil_181      -1.227941777  0.549625806  0.51341536  0.374972574  0.820632327
## Hlil_182      -0.054414129 -0.949589993  0.73770326 -0.221679860  0.004414015
## Hlil_183      -0.525408915  0.112190237 -1.46515140  0.475755523 -0.235181075
## Hlil_184      -1.502605665  0.149485706 -1.02999091 -0.638057763  0.244146595
## Hlil_185      -0.241701398 -1.994572074 -0.77372515 -0.292470683 -0.762071949
## Hlil_186       0.150533797  0.369677103 -0.04886032 -0.414047461  0.756610756
## Hlil_188       0.880118738  0.859109763 -0.63074827 -0.520928013  0.618016663
## Hlil_189       0.165324929  0.162335717 -0.81471613  0.717138990  0.030613102
## Hlil_190      -0.469629692  1.299402243 -0.52526418 -0.342129642 -0.421331066
## Hlil_191      -0.873243393  0.298752036  0.95217896  0.626338418  0.836995141
## Hlil_193      -0.161748327  0.785042643  0.54250954  0.524445171 -0.357092837
## Hlil_195       1.623182335  0.449841759  0.43681131 -0.694879622  0.828530653
## Hlil_196       0.668842507  0.993767667  0.39942330 -0.581282036  0.647591715
## Hlil_197      -0.073931272  0.361081423  0.21203101  0.256599237 -0.112326105
## Hlil_198      -1.220351678 -1.234310952  0.15711274  0.678845453 -1.321963214
## Hlil_199       0.135345626 -1.024794676 -0.08793396 -0.704456064 -0.521669690
## Hlil_200       0.862579808 -0.144985643 -0.46198310  0.534244776  0.245806404
## Hlil_201       0.048722317 -0.244119969 -0.20427048 -0.271817365 -0.032649942
## Hlil_202      -0.087445177 -0.836324356  0.58568244 -0.441073056  0.891308006
## Hlil_203      -0.832511604  0.301590317  0.35843747  0.930220975 -0.299235728
## Hlil_204      -0.916436092 -1.200779607 -0.19854262  0.532106121  1.077668256
## Hlil_205       0.201427431  0.004342816 -0.47169045  0.348634677  0.388939444
## Hlil_207      -0.443539311  0.145088995 -0.88259415  0.493602265 -0.004507198
## Hlil_208      -0.207156400  0.103694350  1.68740200 -1.094080400  0.686760775
## Hlil_209      -1.149404247 -0.488477653  0.07969302 -0.498261401 -0.383266232
## Hlil_210      -0.399782455  0.412436732  0.50212078 -0.612920664  0.240754706
## Hlil_211       1.574013659 -0.447764705  0.91242780  0.188143168 -1.367892652
## Hlil_212      -1.592804061  0.635080812 -0.45754893 -1.036502798 -0.963576182
## Hlil_213       0.407317755  0.287754654 -0.70532045  0.541773410 -0.573657893
## Hlil_214       0.792389241 -0.167226416 -0.19467228  0.093788571  0.987545704
## Hlil_215       0.233787893 -0.801762560  0.99822516 -0.251202926  0.550915153
## Hlil_216       0.351612493  0.276853789 -0.42324420  1.159422467 -0.559113846
## Hlil_217      -0.525865285  0.323658874 -0.63272325  1.030605753  1.892470860
## Hlil_219       0.708298243  0.583791342  0.47294169 -0.926456662 -0.378430867
## Hlil_220      -0.579255093 -1.065040931  0.78382388  0.436542975 -0.667282838
## Hlil_221      -0.155559492  1.013037162 -0.11275672  0.626817840  0.384383080
## Hlil_224       0.307510015 -1.671975877 -0.37395717 -0.010757216  0.329264120
## Hlil_225      -0.785667716  0.681338588  0.60274711  0.176492776  0.085628991
## Hlil_226       0.557310512  0.337663892 -0.50918873 -0.596233658  0.680625654
## Hlil_228      -0.301423525  0.300747587  0.06578969 -0.001552304 -0.930150157
## Hlil_229       0.389257080  0.459400270  0.21821566  0.501143442 -0.201919340
## Hlil_231       0.702035288  0.487282453  0.69864078  0.110378994  0.571588487
## Hlil_232       0.096595744 -0.369373603 -0.44509769  0.968482686 -0.034065969
## Hlil_233      -0.238441794 -0.237573093 -0.14126290  0.666681819 -0.278775159
## Hlil_235       0.405528215 -0.801204375 -0.84341425 -1.190857826  0.501073730
## Hlil_239       0.018381567 -0.895734874  1.38699134 -0.322464462  0.182827140
## Hlil_240       0.616320142  0.325824302  0.49836953 -0.286104514 -0.072819877
## Hlil_241      -0.159073278  0.086216175 -0.88391435 -0.493523652 -0.634649857
## Hlil_242       1.695202192 -0.505767716 -0.74276365 -0.618495127  0.241900326
## Hlil_243       0.133356204 -0.695993342  0.32550537  0.006950432  0.281251336
## Hlil_244       0.326075582 -0.988981706 -0.18462871  0.336793216 -0.216789619
## Hlil_245      -0.639458630 -0.079013507 -0.56327347  0.321834342 -0.701156218
## Hlil_246      -0.952956315  0.655329861  0.18138641 -1.006035161 -0.152878462
## Hlil_247      -0.071914668 -0.036192896  0.54220639 -0.196741309 -0.161106847
## Hlil_248       0.688991419 -0.079995345 -0.21309924  0.091790430 -0.469568838
## Hlil_NBG_351  -0.018372117  0.275400763  0.20093790  0.193618734  0.192691652
## Hlil_NC_167   -0.103557957  0.063069191  0.34816678 -0.132190314 -0.782341352
## Hlil_NC_170    0.319392075  0.328957316  0.31792734 -0.400916377 -0.698389588
## Hlil_NC_171    0.010225904  0.125798697  0.40684646 -0.142482185 -0.524839911
## Hlil_NC_172    0.057809801  0.101603279  0.42729384 -0.240884848 -0.805071800
## Hlil_NTBG_260 -0.862215912 -0.887269794 -0.21004614 -0.433075976  1.417242381
## Hlil_W_222    -0.003764106  0.319999926  0.20661575  0.194715370  0.043653949
## Hlil_W_223    -0.095120091 -0.281989672 -0.57551386  0.915133571  0.017898867
## Hlil_WBG_226   0.651828865  0.037454471  0.05118218  0.629875092 -0.697183998
##                       PC76          PC77         PC78         PC79        PC80
## Hlil_130       0.209275834 -0.2013693203  0.216433426 -0.025743109  0.88636982
## Hlil_132      -0.466011325  0.1368524406  0.058227457 -0.761120575  0.53160978
## Hlil_137       0.911634207  0.1371000528 -0.828101495 -0.274626772 -1.06366174
## Hlil_143      -1.228087441  0.4063238357 -0.397316483 -1.125201043 -0.76257570
## Hlil_145       0.498718335  0.2495382103 -0.230926010 -0.387093530  0.01454791
## Hlil_146       0.711832419  0.2628836814 -0.158599695  0.229042262 -0.11415133
## Hlil_147       0.106281730 -0.6666412492  0.312517696 -0.490969726 -0.36410913
## Hlil_148      -1.091423203  0.0513710461  0.226715207  0.567401077 -0.24724821
## Hlil_150      -0.651296736  0.1447046558  0.743349975 -0.775658213  0.01663509
## Hlil_152       1.051001799  0.5700168655  0.901279427  1.812130698 -0.63782686
## Hlil_153       0.402231641  0.1852643138 -0.961357300  0.152912252 -0.79082722
## Hlil_154       0.782174314  0.1575402639  0.469420065 -0.581578395  0.37433552
## Hlil_155      -1.263584891  0.6098441914  0.946376001  1.017899950 -0.46381772
## Hlil_156       0.175247631 -0.6589930639  0.550722852  1.389078257  0.70999241
## Hlil_157      -0.811344243 -0.7236228197 -0.090662757 -1.125108920 -0.73786004
## Hlil_158      -0.179297441 -2.0051459431  0.089517054 -0.184627537 -0.05757124
## Hlil_159       0.933392038 -0.3720107843  0.297222759 -0.183049093 -0.74950770
## Hlil_160       0.063893794 -0.7803451509  0.078803745 -0.588821140  0.77813504
## Hlil_161      -0.044983253  0.5140622196 -0.470631630  0.029344329 -0.27439146
## Hlil_162      -0.141109486 -0.8218993269 -0.089881054 -0.016271905  0.68264282
## Hlil_163      -0.648591758  0.7980368385 -0.176925501 -0.231450314 -0.39940438
## Hlil_164       0.340512345 -0.3821266020 -0.760369855 -0.240316251  0.28344298
## Hlil_165      -1.038451535  0.4902876814  0.322259385 -0.579093291 -0.10071402
## Hlil_166       0.209937452 -0.3423563358  0.608508290 -0.028581582  0.57768232
## Hlil_168       1.153281213 -0.8072746868 -0.371061751  0.390445620  0.13610316
## Hlil_169      -0.331431306  0.1437829661 -0.775741741 -0.211504008  0.70165162
## Hlil_173       0.133828303 -0.3954177370 -0.126729346  0.542983262 -0.55076665
## Hlil_174       0.174206834 -0.4862178285 -0.184955991  0.526569162 -0.53632989
## Hlil_175       0.596395441 -0.7540799581 -0.137432429  0.899692923  0.03431351
## Hlil_176       0.522294598  0.3805087523 -0.842741683  0.321436982  0.31348413
## Hlil_177      -0.002740106 -1.0182092628  0.496554302 -0.678969967  1.92158392
## Hlil_178       0.255149392 -0.1927593839 -0.929280918  0.247777518  0.22618490
## Hlil_179      -0.048028995 -0.1392078613  0.467674943  0.681510541 -0.78314340
## Hlil_180       0.251683815  0.1599568297  0.370925555  0.373750191 -0.12221622
## Hlil_181      -0.205591204  1.0564715813 -0.331599404 -0.857660960  1.27152813
## Hlil_182       0.043317244 -0.0179376279 -0.445844702  0.557482173 -0.84175554
## Hlil_183       0.741036812 -0.6191600464  0.024530140 -0.173742548 -0.15945121
## Hlil_184      -0.542209941  0.6267250848 -0.579625848 -0.043440567 -0.15484714
## Hlil_185       0.315196111 -0.1573307557  0.666969219 -0.244427603 -0.52594329
## Hlil_186       0.686460920  0.7079510607  0.943482579 -0.604475224  0.55343652
## Hlil_188       0.027271200  0.8821570822 -0.571118200 -0.595390095 -0.18515102
## Hlil_189      -0.401025979  0.7124283987 -1.198322828  0.111998277 -0.01526910
## Hlil_190      -0.925814071  0.4354562060  0.919766176 -0.319323752  0.43071836
## Hlil_191       0.209580575  0.0468336474  0.297554451  0.928869747  0.16892146
## Hlil_193      -0.138386830 -0.2135038864  0.152944154  0.127829188 -0.45781263
## Hlil_195      -0.973495250 -0.6942087240  0.300091502 -0.026111733 -1.20456183
## Hlil_196      -0.996986623 -0.0415700903  0.641082708  1.319557970  0.62434050
## Hlil_197       0.536595712 -0.9375781079 -1.323431033 -1.757834624 -0.43832094
## Hlil_198      -0.701838530  0.1016912339 -0.114515272  0.871243889 -0.47693830
## Hlil_199      -0.565877976 -0.1816666466  0.005637344 -0.019534948 -0.52328385
## Hlil_200      -0.659081154 -0.9862401876  0.948606512  0.118833042 -0.17210459
## Hlil_201       0.005542859  0.0222307858 -0.049421236  0.229867015  0.21697628
## Hlil_202       0.788959703  0.0308280647  0.609397227  0.304252621  1.03428465
## Hlil_203       0.032027676 -1.0826969874 -0.246490794 -0.234027848  0.55709847
## Hlil_204       0.656333060  0.9124457490 -0.103034724  0.171636380  0.78850685
## Hlil_205       0.587569062  0.8548128972  0.306070476 -0.003601678 -0.76168197
## Hlil_207       0.369725130  0.3810068670 -0.076698576 -0.502541846  0.45192442
## Hlil_208       0.983344459 -0.7722379224 -0.877869135 -0.094472704 -0.36189293
## Hlil_209       0.635015384 -0.4946360931  0.281444163 -0.009970638 -0.39894407
## Hlil_210      -0.235082315  0.1750921589 -0.546612007  0.388518445 -0.18908445
## Hlil_211       0.091392086  1.6151340647  1.271476576 -1.166430434  0.26718820
## Hlil_212      -0.728973934 -0.4346176752  0.377514697 -0.182854336 -0.37009992
## Hlil_213       0.445470468  1.2777198500 -0.692718209  0.421469165  0.97629185
## Hlil_214      -0.906296365 -0.8445735043 -0.950779804  0.744190297  0.13614030
## Hlil_215       0.784187832  0.3901558701  1.045020205 -0.454469853 -0.27877654
## Hlil_216      -0.869186213  0.3013370449  0.117165575  0.443705808  0.86563074
## Hlil_217      -0.103632029  0.5414282539 -0.152019468 -0.407845714  0.20397083
## Hlil_219      -0.081389777  0.4223081786  0.240679282 -0.388672567  0.55572071
## Hlil_220       0.498301358  0.0853337840  1.194614507  0.015184884 -0.97725721
## Hlil_221       0.017988656  1.3844700034  0.138790114  0.627718559 -0.45496578
## Hlil_224      -0.895243981  0.2545740174  0.118003592  0.337480904  0.76228780
## Hlil_225      -0.424854287 -1.3407909835  0.662160466  0.039457086 -0.22941903
## Hlil_226      -0.638967929 -0.2026550517 -0.320313581  0.114290771 -0.19083519
## Hlil_228      -0.482868633 -0.6691754374 -0.589483536  0.269422767  0.81503227
## Hlil_229       0.488670659  0.9118799763  0.613839021 -1.014438402 -1.34339979
## Hlil_231       0.233988569 -0.3054106783 -0.208356206  0.050480342 -0.56762706
## Hlil_232      -0.589060028 -0.4649483398  1.167170785  0.187878107  0.55637141
## Hlil_233      -0.831924616  0.8311479662 -0.935794136  0.372290001  0.53857030
## Hlil_235       0.936882494  0.2625352026 -0.105787528  0.386658382  0.34316638
## Hlil_239      -0.938256226  0.1614782399 -0.130318613  0.733303401  0.37436449
## Hlil_240      -0.308980249 -0.3607937913 -0.046803887 -0.288518091  0.02048534
## Hlil_241      -0.652671913 -0.6530345190 -1.298595292 -0.718987175 -0.47328387
## Hlil_242       0.449913290  0.2654332669  0.298567478 -0.118228525  0.34599632
## Hlil_243      -0.687527486 -0.0254205312 -0.390733961 -0.170862696 -0.51321323
## Hlil_244      -0.938761266  0.4363532950  0.098626026  1.018017447 -0.83502656
## Hlil_245       0.282832615 -0.1007850260  0.530783616  0.082138544  0.15166566
## Hlil_246       0.107000327 -0.4743857377  1.474043318 -1.348053998  0.34116998
## Hlil_247       0.921620176 -0.2556159978  0.099893608 -0.012966273 -0.50597886
## Hlil_248       0.781825087  0.6207547100  0.212367857 -0.282114683 -0.55473402
## Hlil_NBG_351  -0.371309480 -0.1354932928 -0.377769848 -0.418714548  0.37741056
## Hlil_NC_167    0.398176387  0.2460478514 -0.849388653  0.457052091  0.30439336
## Hlil_NC_170    0.270982585  0.2585971521 -0.508005134 -0.203155134  1.11337203
## Hlil_NC_171    0.316592152  0.3108224954 -0.984741465  0.437352124  0.13277579
## Hlil_NC_172    0.336972968  0.4190685267 -0.694154036  0.225179818  0.23138849
## Hlil_NTBG_260 -0.572026641  0.4999155906 -0.249457546 -0.889493169 -0.62154406
## Hlil_W_222     0.051123581  0.0002219704  0.107004709 -0.076289638 -0.16486293
## Hlil_W_223     0.657833074 -0.1387642456  0.362940044  0.324927593 -0.36458177
## Hlil_WBG_226   1.140999240 -0.4880137709  0.097774035  0.518175516  0.36892821
##                       PC81        PC82         PC83         PC84         PC85
## Hlil_130       0.055318941  0.29950574 -0.313052311 -0.410894332 -0.011854737
## Hlil_132       0.913282042  0.23108702 -0.103850106  1.222995974  0.029538133
## Hlil_137      -0.505841561  0.04574578  0.238295825  0.594400542 -0.027857733
## Hlil_143       0.303606177 -0.98460111  0.331875218  0.438444116 -0.011332688
## Hlil_145      -0.489896536  0.60511421 -0.154152082  0.285036230  0.132144075
## Hlil_146       0.446883855 -0.50827498  0.791019347  0.677549359 -0.197498714
## Hlil_147       0.407821700  0.46193494  0.033285762  0.095973213  0.173184270
## Hlil_148      -0.600291852 -0.03821141  0.507455772 -1.196613200 -0.358613958
## Hlil_150      -0.738813941 -0.07337089 -0.550727392  0.210514760 -0.484341433
## Hlil_152       0.416853305 -0.75984780 -1.268487067 -0.440636511 -0.332348313
## Hlil_153       1.246656119 -0.99625408  0.968822155  0.157770792  0.154633340
## Hlil_154      -0.080381734 -0.32477826 -0.734511369  0.170710501  0.473952087
## Hlil_155      -0.065117988 -0.16226313 -0.187806454 -0.258890547  0.247531599
## Hlil_156       0.125233518  1.31564544 -1.320997961  0.896104711  0.372158340
## Hlil_157       0.698300464  0.06964581  0.336737516  0.881433231  0.163511133
## Hlil_158      -1.029318172  1.84293424  1.595327250 -1.047412294 -0.262663166
## Hlil_159       0.199222613  1.03129138 -0.168273415  0.836669584  0.262484865
## Hlil_160      -0.157077135 -0.54063949  1.706471428  0.823042228  0.631167499
## Hlil_161       0.421644277 -0.94360211 -1.170550828  0.301641385 -1.700587202
## Hlil_162       0.321491645 -0.30660260 -0.077923009 -0.704749004  0.076050243
## Hlil_163      -0.810869756  0.08805225  0.007032670 -0.748948410  0.339686078
## Hlil_164       0.305007845  0.12214956 -0.075861340 -0.627466588 -0.319277041
## Hlil_165      -0.786692815  0.42832727  0.139729878  0.568952666 -0.295987520
## Hlil_166      -0.656859692 -0.12909176 -0.131298167  0.149267567  0.348293843
## Hlil_168      -0.005294675 -1.37581437 -0.050016933 -0.339250293  0.290635688
## Hlil_169       0.219260029 -0.17238675  0.097665063  0.257765017  0.220085959
## Hlil_173      -0.527122568 -0.47841268 -0.017408461 -0.984536343 -0.395623175
## Hlil_174      -0.478873302 -0.42697865  0.125486395 -0.975160548 -0.468361211
## Hlil_175      -0.493813559 -0.15808603  0.210237208 -0.599287496 -0.461414908
## Hlil_176      -0.077757004  0.17751652  0.111233064 -0.280523324  0.248997534
## Hlil_177      -0.325031069 -0.32749245 -0.666357820 -0.321298164  1.392548832
## Hlil_178      -0.020006722  0.24494167  0.114712975 -0.148332636  0.290038242
## Hlil_179      -0.277252912 -0.49081721 -0.300432460  0.582554740 -0.140236094
## Hlil_180       0.962774395  0.49894940  0.032290020  0.161843330  0.289244556
## Hlil_181       0.179336037  0.02399086 -0.611859421  0.211792487  0.219780653
## Hlil_182       0.718566974  0.12563505 -0.567580172  0.225975245  0.243875060
## Hlil_183       0.866486541 -0.17200775  0.545344438 -0.347633264 -0.759238157
## Hlil_184      -0.190567089 -0.04818869  0.725304219  0.168574362 -0.249163748
## Hlil_185      -0.683828062 -1.01845596 -0.999830589  0.102050511  0.400086666
## Hlil_186      -0.333807549  0.10575511  0.220905490  0.329811997 -1.158495417
## Hlil_188      -0.479601912  0.29196846 -0.034196084 -0.806053478 -0.107417346
## Hlil_189       0.535882125  0.48322430 -0.043103113  0.406274720  0.127469434
## Hlil_190      -1.008725570  0.26028469  0.255427198 -0.999818806 -0.638213202
## Hlil_191      -0.464784577  0.10970536  0.320124164  1.181053551  0.123699941
## Hlil_193       1.287221078  0.94234055 -0.128554961  0.605871836  1.108176617
## Hlil_195       0.021813765  0.10850441 -1.173228556 -0.096249426 -1.270626742
## Hlil_196       1.079068967 -0.06858392  0.670002149  0.167301334 -0.998273656
## Hlil_197      -0.583547367 -0.39162321 -0.765804305 -0.493043401  0.184611348
## Hlil_198       0.314871263  0.63891974  0.237402031 -0.738144181  0.691765058
## Hlil_199      -0.325873334 -0.43246078 -0.090662520 -0.211558075  0.479965491
## Hlil_200       0.683154444 -0.06102094 -0.713739208  0.693235495  0.770144681
## Hlil_201      -0.044702580 -0.09017630  0.191801313  0.021466210  0.010182894
## Hlil_202      -0.525680615 -0.14744341  0.680592204 -0.495703948 -0.332923045
## Hlil_203       0.185145867  0.91994078 -0.219527622  0.734471621 -0.793495847
## Hlil_204      -0.115180171  0.87711090 -0.127352110  0.077717452 -0.625750368
## Hlil_205      -0.973710617  0.18335079 -0.226670836  0.601605265  0.329531511
## Hlil_207      -0.001739865 -0.58781718 -0.863849558 -0.549398231  0.164162987
## Hlil_208       1.380998247  0.61787706  0.156036035 -0.752142898 -0.748148805
## Hlil_209       0.445330493  0.17850291  0.533953934  0.245941047 -1.045850668
## Hlil_210       0.224683032 -0.59585521  0.994601909  0.547984417  0.301981730
## Hlil_211       1.070770649 -0.38262051  0.644027771 -0.693145579 -0.865224718
## Hlil_212      -0.129374788  0.09817187  0.070132217  0.484316466 -0.333144352
## Hlil_213      -0.208662071  0.58900557  0.009875166  0.224366789 -0.765020602
## Hlil_214      -0.572032009 -0.32633541 -0.275289011  0.434594273  0.808738856
## Hlil_215      -0.683132403 -0.03774334  0.812148424 -0.270220254  0.251643817
## Hlil_216       1.384688617  0.24363204 -0.795274903 -0.685366086  0.707753398
## Hlil_217      -0.683842769 -1.46935021 -0.554916335  0.446768266  0.438099985
## Hlil_219       0.284868897  0.12664758  0.460952185  0.968231975  0.127240882
## Hlil_220      -0.882820756  1.44588730  0.423964496  0.693578652  0.241963307
## Hlil_221      -0.027970282 -0.12593178  1.140363788 -0.658403008  1.870045254
## Hlil_224      -0.064923263 -0.10082265  0.355000786 -0.351031062 -0.211979919
## Hlil_225      -0.086538485 -0.42173594  0.576931770  0.030825593  0.108445124
## Hlil_226      -0.019330223  0.03847805  0.576805123  0.066168636 -0.415678777
## Hlil_228      -0.498140509 -0.01182590 -1.487539631 -0.089597175 -0.422386981
## Hlil_229      -0.596826648  1.10232054 -0.528330841 -0.277924817  0.784213026
## Hlil_231       0.145230864  0.09900802 -0.338283882  0.325364497  0.085033060
## Hlil_232       0.428663796 -0.52640167  0.528537289  0.384770198 -0.572029146
## Hlil_233      -0.061236744  0.62789030  0.077313909 -0.137016315 -0.736514310
## Hlil_235      -0.583514260 -0.31538567  0.292250884  0.581068813  0.114974739
## Hlil_239      -0.509203536 -0.06062109  0.191442965 -0.368906418  0.179198846
## Hlil_240       0.377621098  0.11461912 -0.493172950 -1.267765885  1.152877704
## Hlil_241      -0.062380763 -0.85731255  0.319162400  0.216536850 -0.362464298
## Hlil_242       0.260553814 -0.11570878 -0.177904087  0.030233971 -0.188224847
## Hlil_243      -1.265792893 -0.20467245 -0.734737552  0.533165370 -0.947742850
## Hlil_244      -0.068455090 -0.76307759  0.134802298  0.692697452  0.575991971
## Hlil_245       0.341436298  0.06401129 -0.098820012 -0.080762172 -0.118398775
## Hlil_246       0.670046693 -1.10501415  0.241519858 -0.592295245  0.464816211
## Hlil_247       0.009325803  0.22822337 -0.709956147 -0.332875601  0.061346969
## Hlil_248       0.974245690 -0.29253377  0.234646307 -0.361260423 -0.136644535
## Hlil_NBG_351   0.012786926  0.30748397  0.075806661 -0.001449222 -0.084368756
## Hlil_NC_167   -0.244694109  0.20469596  0.194045275 -0.032114426  0.531801541
## Hlil_NC_170    0.172535953  0.27595982 -0.240004032  0.560762292  0.114788707
## Hlil_NC_171   -0.509508506  0.12257678  0.281468436 -0.080132111  0.422474809
## Hlil_NC_172   -0.346880940  0.15855198  0.241733573 -0.260676664  0.463862922
## Hlil_NTBG_260  0.942712439  1.54899087 -0.549280597 -0.813214493 -0.030447403
## Hlil_W_222    -0.045361986  0.03750587 -0.103831498 -0.045452752 -0.002765548
## Hlil_W_223     0.774738788 -0.34331182 -0.141951617 -1.045269154  0.005001167
## Hlil_WBG_226  -0.807456751 -0.49204812  0.324855114  0.711376668 -0.413001967
##                       PC86         PC87        PC88          PC89         PC90
## Hlil_130       0.935304466 -0.094260092 -0.63221001  0.1821889873 -0.093015820
## Hlil_132      -0.365037250 -0.441962362 -0.57052980  0.4776849044  0.195701437
## Hlil_137       0.014358237  0.196169802 -0.09509139  0.1535163205 -0.212108930
## Hlil_143      -0.334743468  0.033017018  0.46360258  0.1027194943  0.018599157
## Hlil_145       0.058173737 -0.121475135  0.05299081 -0.0305234573 -0.126028527
## Hlil_146       0.578664061 -0.306974709 -0.18848989 -0.0730945939  0.274730194
## Hlil_147       0.071878397  0.301989319 -0.13636021 -0.2775822816  0.417948358
## Hlil_148       0.771173154  0.557481793  0.16621234 -0.4344231913 -0.204285561
## Hlil_150      -0.230573588 -0.328955870 -0.33132658 -0.1207010260  0.036374199
## Hlil_152      -0.197720970 -0.542820617 -1.41702265 -0.3514468522 -0.239918235
## Hlil_153      -0.058535334  1.860014871 -0.07938705 -0.3520081933 -0.057908198
## Hlil_154      -0.717171096  0.381809856 -0.53566112  0.0785856150 -0.113569371
## Hlil_155       0.167268526  0.146068806 -0.29252450  0.2554384692 -0.258398219
## Hlil_156      -0.954326435 -0.164155139  2.76413148 -0.5174748941 -0.008076680
## Hlil_157       0.768020250 -0.809190794  1.02441988 -0.1530024259  0.364980651
## Hlil_158      -0.059463865 -1.681821640 -0.92401538  0.1018210926 -0.435416800
## Hlil_159      -0.911236394  0.720530748  0.30291017 -0.0150294444 -0.282325897
## Hlil_160       0.623378255  0.904000167 -0.61227917  0.4806307590 -0.297383104
## Hlil_161       0.293381471 -1.754741095  0.07741885 -0.1453623720 -0.160914055
## Hlil_162      -0.544145509 -0.168867893 -0.64609245  0.2076116748  0.083817887
## Hlil_163       0.009972631  0.512301958  0.43865514  0.0666125297 -0.069543969
## Hlil_164      -0.834015856 -0.140798602  0.60876698  0.2563363133  0.127756446
## Hlil_165      -0.485401631  0.091632097  0.22853737  0.2637643227 -0.115261062
## Hlil_166      -0.419582195 -0.174670303 -0.16231076 -0.1196621065  0.022194271
## Hlil_168       0.539113094 -0.507022322  1.07302752  2.0708732531  0.667399385
## Hlil_169      -0.141021192 -0.120487815 -0.73447934 -3.3029121252 -1.438252303
## Hlil_173      -0.058338620  0.488045165  0.51563148 -0.2855902904  0.238855005
## Hlil_174      -0.119550142  0.402841498  0.22403172 -0.4518532635  0.275023652
## Hlil_175      -0.627030677  0.910917155  0.54476675 -1.5139005278  1.879039623
## Hlil_176       1.058463080 -0.140088465 -0.32408836  0.3307998388  0.222331997
## Hlil_177      -1.282200512  0.277128270  0.33965304  0.2496246446 -0.382669665
## Hlil_178       0.612059273 -0.221537247  0.02403012 -0.3229163552  0.330606751
## Hlil_179      -0.010448215 -0.217422616 -0.21372495  0.0189386004 -0.212762342
## Hlil_180       0.240638285  0.231257611 -0.07109172  0.0904646192  0.236017283
## Hlil_181      -0.342232014 -0.860914616 -0.37651978  0.0926049596  0.502285652
## Hlil_182       0.353569533 -0.379463026  0.14023982 -0.3269484226  0.279692147
## Hlil_183      -0.312486141 -0.457446670  0.04039417 -0.2450415338  0.139379246
## Hlil_184      -0.028461564 -0.177929252  0.11279407  0.0468557660 -0.226634913
## Hlil_185       0.473812796  0.281004994 -0.77421305  0.1403197860 -0.056309155
## Hlil_186       1.071508760  0.030390280  0.76878139 -0.1286191288  0.191822172
## Hlil_188       0.561330984 -0.164524680  0.19399536  0.0086438682  0.248902067
## Hlil_189      -0.502560082  0.328239831 -0.06017027  0.2720958190 -0.058475284
## Hlil_190       0.339989493  0.132114916  0.31984115  0.0959772779  0.240292090
## Hlil_191      -1.011272087  0.351429042 -0.44027249  0.3299315440 -0.143844102
## Hlil_193       0.256210548  0.256682027 -0.26329198  0.3004252182  0.226284401
## Hlil_195       0.160561534  0.886572971 -0.60751907  0.1951777623  0.135413550
## Hlil_196       0.296600876  0.047016854 -0.41812926  0.1501645056 -0.100870242
## Hlil_197       0.299690440  0.056578145  0.21658909 -0.1397763664  0.040533789
## Hlil_198      -0.600579517  0.168437132 -0.12393782  0.2758975166  0.146296130
## Hlil_199      -0.700013076  0.456912771 -0.78356370  0.6380223875 -0.065112449
## Hlil_200       1.504990652 -0.507980678 -0.11144472 -0.2018077340  0.467555140
## Hlil_201       0.154118415  0.048263982 -0.04476564  0.0194820634  0.113733691
## Hlil_202      -0.844826415 -0.592672714 -0.46528950  0.1583921810 -0.315453192
## Hlil_203      -0.070592179  0.774430078 -0.08573346  0.0900844493 -0.228662317
## Hlil_204      -0.132433443  0.576936770 -0.27314161  0.0982252589 -0.053739568
## Hlil_205       0.207152431  0.228338315 -0.22551472  0.0852930419 -0.028826620
## Hlil_207      -0.186729673 -0.324237270 -0.08545783 -0.0786996328  0.198625696
## Hlil_208      -0.763659095 -0.481850260 -0.28778678  0.3808027549 -0.114970111
## Hlil_209      -0.550090129 -0.467171258 -0.34162651 -0.0440422105  0.093617879
## Hlil_210      -0.204897901 -0.021507888  0.53724492 -0.0670990486  0.008718072
## Hlil_211      -0.905051064 -0.004686258  0.39474773  0.0680641635  0.274495211
## Hlil_212      -0.112084024 -0.808179280 -0.11890604  0.0046134957  0.631076497
## Hlil_213      -0.599348903  0.555683933 -0.54419276  0.6205239015  0.127632747
## Hlil_214       0.136443213 -0.182171608 -0.28641970  0.0008947663 -0.161800692
## Hlil_215       0.359347923 -0.216676701  0.26276999 -0.1967536438  0.106219323
## Hlil_216       0.014480559 -0.073843581 -0.07947636 -0.0715113032  0.305765720
## Hlil_217       0.292001736 -0.220040741  0.27188412 -0.3939417737 -0.023743716
## Hlil_219       0.137477290 -0.339051262 -0.34356444  0.4488691786 -0.078520855
## Hlil_220       0.576691115  0.271734249  0.15888111 -0.1942480337 -0.142374691
## Hlil_221      -0.710330979 -1.616383451  0.36525454 -0.5083175963  0.127913790
## Hlil_224       0.570741268 -0.300414587  1.21204154  0.0896698251  0.337521237
## Hlil_225       0.036844420 -0.201325176  0.42383449 -0.4109915536 -0.075155830
## Hlil_226      -0.263614511  0.400312831 -0.05976253  0.2080305721 -0.302395991
## Hlil_228       0.546652236  0.884100042 -0.11608017  0.2131895001 -0.036486861
## Hlil_229      -0.200084891  0.302269585 -0.01398559 -0.0244157342 -0.165119156
## Hlil_231       0.262578277  0.068059342 -0.34804900  0.2914409806 -0.058846371
## Hlil_232       0.752058667  0.270017455 -0.22737565 -0.0564890602  0.081065175
## Hlil_233       0.329438348  0.988007105  0.60513177  0.3549019168 -0.311919429
## Hlil_235       0.177726138 -0.139080724  0.11708933  0.2272439576 -0.085580402
## Hlil_239      -0.544176986  0.316919568 -0.10929371  0.4663155856 -0.105719446
## Hlil_240       0.229745593 -0.194124290 -0.68775891  0.1676992872  0.095210398
## Hlil_241      -1.098167352 -0.252386699  0.25842339 -0.0803792538 -0.208176850
## Hlil_242       0.381847432 -0.223504100  0.30263676 -0.2404228093  0.615913898
## Hlil_243      -0.702863505 -0.676403255 -0.03573080  0.1144710068 -0.411802922
## Hlil_244      -0.862326122 -0.278320910  0.15519669  0.3168262796 -0.076749930
## Hlil_245       0.067334252 -0.012208330 -0.20449494 -0.2247057990  0.260004726
## Hlil_246      -0.261516963  1.381871144  0.08036189 -0.2548230495  0.056494634
## Hlil_247      -0.171533889 -0.117916807  0.18508586 -0.0892267639  0.055227141
## Hlil_248      -0.071554058  0.077910069  0.21903975 -0.2922268957  0.011634813
## Hlil_NBG_351  -0.123446969 -0.272166297 -0.09293774  0.0739579445 -0.042267475
## Hlil_NC_167    0.709222263 -0.038975235 -0.25968383 -0.1764792013  0.376115462
## Hlil_NC_170    1.076072650  0.018780809  0.22617457 -0.7179428129 -0.863156403
## Hlil_NC_171    0.720861385  0.009945700 -0.25687857  0.2121315013  0.402894248
## Hlil_NC_172    0.671103942  0.122386767 -0.11074434  0.0305232137  0.297734229
## Hlil_NTBG_260  0.253423177  0.187288825 -0.13457142  0.1354451792  0.183591388
## Hlil_W_222    -0.163684653 -0.091616097  0.09271074  0.0081653952 -0.112463571
## Hlil_W_223     0.731057868 -0.050317187  1.21711854  0.8086329763 -3.312382841
## Hlil_WBG_226  -0.063371993  0.188901937  0.03792099  0.0047745353 -0.095638535
##                        PC91         PC92          PC93         PC94
## Hlil_130       0.2839378948 -0.049657315  0.0195282445 -0.074510577
## Hlil_132       0.1576054108 -0.159491799  0.0132523577 -0.006216248
## Hlil_137      -0.0060994698 -0.054380238  0.0316840252 -0.046185836
## Hlil_143       0.0008848373 -0.074367972  0.2277696384  0.084566116
## Hlil_145       0.1038146819  0.091265930  0.0521190783 -0.003849877
## Hlil_146       0.3182920087 -0.239280350  0.0385355488 -0.020151551
## Hlil_147      -0.2623368385 -0.093275480  0.0432333849 -0.068773677
## Hlil_148      -0.1283536854  0.033128635 -0.0523666242 -0.006556471
## Hlil_150      -0.0248948593  0.181132074 -0.0466093303 -0.027369241
## Hlil_152      -0.1741220485 -0.089170237  0.0997832781 -0.028668831
## Hlil_153      -0.1902649188 -0.002116429 -0.1112961075  0.075046746
## Hlil_154      -0.1189679900  0.082326825 -0.0357384148  0.001778835
## Hlil_155      -0.0643966196  0.012986198  0.0523456085  0.009958723
## Hlil_156       0.7045905488 -0.405430671  0.2067847222  0.130381006
## Hlil_157       0.0853691514  0.053425939  0.1212333760  0.003791344
## Hlil_158      -0.4556845974 -0.113058054  0.2347195086  0.001622242
## Hlil_159       0.0179754460 -0.257094475 -0.1217783163  0.045551465
## Hlil_160      -0.0454245752 -0.155338938  0.0819525766  0.098433007
## Hlil_161      -0.3257084556  0.078416645 -0.0808619844 -0.035466429
## Hlil_162      -0.0765815419  0.004490248  0.0219077318 -0.037251595
## Hlil_163      -0.3269957678  0.028775943 -0.0392757721  0.027234975
## Hlil_164       0.0375424021  0.034742439  0.0765173307 -0.007948411
## Hlil_165      -0.0296504953  0.410026088 -0.1999394052  0.114398170
## Hlil_166       0.0316852124 -0.015888817 -0.0807026823  0.014628621
## Hlil_168      -0.5835447984 -0.006503391  0.0415247693 -0.002326662
## Hlil_169       0.8194936809 -0.047984352  0.1020775162  0.114442188
## Hlil_173       0.1756481277 -1.759965895 -0.3578486937  0.388664375
## Hlil_174       0.2263417373 -1.945616949  0.1234890240  0.066659166
## Hlil_175      -0.9511080618  2.357185285  0.5007797180 -0.163042258
## Hlil_176       0.8189174411  0.525478236  0.8612587666  2.311776831
## Hlil_177       0.1444760874 -0.104394192 -0.0219505335  0.055913875
## Hlil_178       0.2189669334  0.477824020 -3.3218857853  0.152126136
## Hlil_179      -0.0529489895  0.079299985 -0.0496185080  0.034365388
## Hlil_180      -0.0392043309 -0.068963125 -0.0363215395 -0.027732999
## Hlil_181      -0.0181415627 -0.041882902 -0.0006524694 -0.026212850
## Hlil_182      -0.2272346430  0.026089804 -0.0400723338 -0.015931525
## Hlil_183       0.0396656148 -0.162963661 -0.0325747177 -0.044679635
## Hlil_184       0.1292115117 -0.127790796  0.0305174935 -0.041931076
## Hlil_185      -0.1783481703  0.127096738 -0.0646051679  0.021149467
## Hlil_186       0.1785754789  0.007472648 -0.0774777467 -0.016961508
## Hlil_188      -0.1099380293  0.106483263 -0.0229243852 -0.043396704
## Hlil_189       0.1526552545 -0.089717168 -0.0317927776 -0.020580205
## Hlil_190       0.0728327956  0.011369940 -0.0905545318  0.052400604
## Hlil_191      -0.1022265466  0.023889147 -0.0523333238  0.033207112
## Hlil_193      -0.0872256444 -0.066234094  0.0129783748  0.015399612
## Hlil_195       0.1344712377  0.164063698  0.0324559113 -0.023535756
## Hlil_196       0.1483186618 -0.024806983 -0.0199135209 -0.003976544
## Hlil_197       0.1001041259  0.018893730  0.1346278359  0.009161753
## Hlil_198      -0.2443728587 -0.048706656 -0.0919763806 -0.007885381
## Hlil_199      -0.2665643842  0.085337100  0.0558174139  0.006923670
## Hlil_200       0.2012278711  0.034839144  0.0212062116 -0.012214036
## Hlil_201      -0.1067578592 -0.041556512 -0.0498142058 -0.018809373
## Hlil_202      -0.1099069287  0.105061688 -0.1189577323  0.045629195
## Hlil_203       0.2659658270 -0.084521103  0.0879812161  0.014072771
## Hlil_204       0.0407036341 -0.187753101  0.0276920543 -0.022647784
## Hlil_205      -0.1580851430  0.085528308 -0.0754626141  0.015608560
## Hlil_207       0.1980828643 -0.143002177 -0.0840560540 -0.013374242
## Hlil_208      -0.2810028940  0.108810402 -0.0060857407 -0.024956248
## Hlil_209       0.2262077184  0.067296334  0.0419361328 -0.007451391
## Hlil_210      -0.4119988065 -0.062082752  0.1237498027  0.083237758
## Hlil_211       0.1728841418  0.056057101  0.0574842969 -0.012242274
## Hlil_212       0.1045654435 -0.012071208 -0.0394463860 -0.073065132
## Hlil_213       0.0780057102  0.069479442 -0.1069093167 -0.027525583
## Hlil_214      -0.0734433707  0.278729572 -0.0159349115  0.004439447
## Hlil_215       0.1518360185  0.027971502 -0.0942489812 -0.003897219
## Hlil_216      -0.1614121900 -0.043118280  0.0749540288 -0.066988860
## Hlil_217       0.1226055849 -0.005523387  0.0216078710 -0.004448425
## Hlil_219       0.0311861588  0.321698478 -0.1405720127 -0.032126261
## Hlil_220      -0.2326113102  0.058499738 -0.0904100117  0.057237761
## Hlil_221      -0.2223362702  0.004744427 -0.0089729555  0.046486087
## Hlil_224      -0.0541864762  0.025409425 -0.0042493782  0.001836855
## Hlil_225       0.1384833001  0.038161875  0.0464813027 -0.062745207
## Hlil_226       0.0575154291  0.043048006 -0.0648442336 -0.004968389
## Hlil_228       0.1243272548  0.080603954 -0.0634730380 -0.034674388
## Hlil_229       0.0188862515 -0.007121111 -0.0065199565  0.056654291
## Hlil_231       0.0634296180  0.117717810 -0.0074991317 -0.017814003
## Hlil_232       0.3151261129  0.006329315  0.0500597194 -0.061790264
## Hlil_233      -0.3704453413 -0.042287259 -0.0238929281  0.026803874
## Hlil_235      -0.0594325548 -0.093505000 -0.0311994304 -0.006305598
## Hlil_239       0.0027876171  0.041435964 -0.0641554224  0.056585173
## Hlil_240      -0.1375586924 -0.029721770  0.0522716598  0.010147222
## Hlil_241       0.2572379505  0.171513409  0.0707885506 -0.012213795
## Hlil_242       0.2292947586 -0.185223655  0.0206489071 -0.093304522
## Hlil_243      -0.1710337870  0.067598405  0.1629263131  0.026518831
## Hlil_244      -0.1005788824  0.020198094  0.0230075948  0.006703482
## Hlil_245      -0.0076300240 -0.137989552  0.0231640694 -0.006178137
## Hlil_246       0.0257743280 -0.016544133 -0.1298996939  0.009085696
## Hlil_247      -0.0353811722 -0.001429613  0.0274350875 -0.003135493
## Hlil_248      -0.0928785029 -0.074383403  0.0144823352  0.021905416
## Hlil_NBG_351   0.0140814407  0.040380308  0.0005792369  0.002783168
## Hlil_NC_167    0.7035619517  0.065760394  0.5884422557 -0.028256578
## Hlil_NC_170   -3.4326417854 -0.704113911  0.3207661951 -0.096942887
## Hlil_NC_171    0.9433582557 -0.219387438  0.3424006406 -1.399459237
## Hlil_NC_172    0.9719627990  0.094013473  0.6951638706 -1.070962454
## Hlil_NTBG_260  0.0300407245  0.032035160  0.1291066783 -0.051897673
## Hlil_W_222     0.0780456216  0.072380179  0.0439617028  0.002417209
## Hlil_W_223     0.4880545298  1.238670464  0.0395019916 -0.280400613
## Hlil_WBG_226   0.1530466745 -0.099756623 -0.0170177716 -0.005796305
##                        PC95          PC96          PC97       pop   missing
## Hlil_130      -0.0530140468  0.0514400588 -0.0250138170    il_130 0.2573884
## Hlil_132       0.0185558315  0.0217406846 -0.0163257412    il_132 0.2151183
## Hlil_137       0.0029167881 -0.0247203203 -0.0357598397    il_137 0.3489933
## Hlil_143      -0.0182633283  0.0079186481 -0.0130230894    il_143 0.3947957
## Hlil_145       0.0367126128  0.0300438619 -0.0178595289    il_145 0.2417285
## Hlil_146      -0.0714821280 -0.0077233460 -0.0337086644    il_146 0.4548452
## Hlil_147       0.0243207057 -0.0095901934  0.0419184684    il_147 0.1415283
## Hlil_148       0.0156346682 -0.0054323737  0.0008560600    il_148 0.1936889
## Hlil_150       0.0365951813 -0.0103274114  0.0244496321    il_150 0.1524785
## Hlil_152      -0.0414460886  0.0333872973 -0.0292908997    il_152 0.1588367
## Hlil_153      -0.0107003334  0.0234594556 -0.0081512070    il_153 0.1387025
## Hlil_154       0.0061212524 -0.0122987314  0.0268794410    il_154 0.1732015
## Hlil_155       0.0594944855 -0.0153521219 -0.0118324349    il_155 0.4628518
## Hlil_156      -0.0474119405 -0.0026335954  0.0312303015    il_156 0.4116331
## Hlil_157       0.0084661851  0.0059893576  0.0105726974    il_157 0.2562110
## Hlil_158       0.0027158719  0.0256217982 -0.0498205217    il_158 0.3286236
## Hlil_159      -0.0016156794  0.0300579725  0.0063757821    il_159 0.1928647
## Hlil_160       0.0036530281  0.0047546414 -0.0185911676    il_160 0.3202637
## Hlil_161       0.0177525620  0.0105173637 -0.0107488098    il_161 0.1331685
## Hlil_162      -0.0267333734  0.0079318047 -0.0199028737    il_162 0.1676675
## Hlil_163       0.0513995603 -0.0158709442  0.0527220653    il_163 0.1209231
## Hlil_164       0.0152673569 -0.0314571391  0.0006341807    il_164 0.1723773
## Hlil_165      -0.0250812558 -0.0028791189  0.0477416403    il_165 0.1399976
## Hlil_166      -0.0317928186 -0.0382917176  0.0099473757    il_166 0.1537737
## Hlil_168       0.0418509432 -0.0413454167  0.0334468005    il_168 0.3674791
## Hlil_169      -0.0423894488  0.1414088032  0.0496689428    il_169 0.1846226
## Hlil_173       0.1095765516  1.2774498062 -1.1358600438    il_173 0.1590722
## Hlil_174      -0.1585077910 -1.3349172376  1.0566278459    il_174 0.1323443
## Hlil_175      -0.0185953886  0.0735403106  0.0679710664    il_175 0.3300365
## Hlil_176      -0.5938959517  0.2620232715  0.3791334668    il_176 0.1868598
## Hlil_177      -0.0276803855  0.0405401020  0.0332262119    il_177 0.1543624
## Hlil_178      -0.1147951983 -0.2472230627  0.0540884205    il_178 0.2042859
## Hlil_179      -0.0421075758 -0.0104999573  0.0082507039    il_179 0.1428235
## Hlil_180      -0.0100588989  0.0077442439  0.0623680044    il_180 0.1428235
## Hlil_181       0.0149388908 -0.0504579525  0.0165557348    il_181 0.3752502
## Hlil_182      -0.0528353278  0.0212867799 -0.0108494468    il_182 0.1893324
## Hlil_183      -0.0381497650  0.0421242289 -0.0138523775    il_183 0.2863535
## Hlil_184      -0.0654359837 -0.0218532484  0.0221711154    il_184 0.5437419
## Hlil_185      -0.0181118157 -0.0032533244 -0.0084636486    il_185 0.3174379
## Hlil_186       0.0389386475  0.0006112990  0.0172152927    il_186 0.3730131
## Hlil_188       0.0794137328 -0.0212582381 -0.0053824607    il_188 0.2930649
## Hlil_189      -0.0344363257  0.0031208261 -0.0227544850    il_189 0.3982103
## Hlil_190       0.0131407684 -0.0069195419 -0.0051101052    il_190 0.2822324
## Hlil_191       0.0072687155 -0.0417275416 -0.0267586632    il_191 0.3029554
## Hlil_193      -0.0543880265  0.0327272665 -0.0126955167    il_193 0.2188861
## Hlil_195       0.0141209307 -0.0266579329 -0.0136266901    il_195 0.5539856
## Hlil_196       0.0100527340 -0.0159531834 -0.0265216779    il_196 0.2206523
## Hlil_197      -0.0283887362  0.0075396247 -0.0223063891    il_197 0.2393736
## Hlil_198      -0.0243415215  0.0136021295  0.0146995416    il_198 0.2623337
## Hlil_199      -0.0007236435 -0.0009432970 -0.0372804547    il_199 0.2709290
## Hlil_200      -0.0367084559 -0.0317031665 -0.0174151304    il_200 0.2297186
## Hlil_201       0.0313108900  0.0096586896  0.0029616430    il_201 0.2666902
## Hlil_202      -0.0446026884 -0.0038214881 -0.0179307041    il_202 0.2162958
## Hlil_203       0.0068512199 -0.0122283209 -0.0071123630    il_203 0.2883551
## Hlil_204      -0.0281760718 -0.0159812100 -0.0376573948    il_204 0.3869069
## Hlil_205       0.0154576811 -0.0402475683 -0.0059151401    il_205 0.1717885
## Hlil_207       0.0176010300  0.0098273522 -0.0085923953    il_207 0.2750500
## Hlil_208       0.0776644303  0.0362980829 -0.0111983504    il_208 0.5302013
## Hlil_209      -0.0176344698 -0.0433156222  0.0047364235    il_209 0.3298010
## Hlil_210      -0.0286626252 -0.0314057531 -0.0249619283    il_210 0.2369010
## Hlil_211       0.0502792321  0.0627325678  0.0167514502    il_211 0.2463205
## Hlil_212      -0.0351798805  0.0253273740 -0.0300628674    il_212 0.5289062
## Hlil_213       0.0410881403 -0.0374491800 -0.0151531957    il_213 0.2325444
## Hlil_214      -0.0140223024 -0.0330696209 -0.0004426997    il_214 0.1475333
## Hlil_215       0.0159652374 -0.0182860601 -0.0070648087    il_215 0.4506064
## Hlil_216       0.0127104914  0.0005240055  0.0375166906    il_216 0.3773696
## Hlil_217       0.0143446401 -0.0548495915  0.0103144200    il_217 0.4803956
## Hlil_219       0.0183431135  0.0295977360 -0.0161202261    il_219 0.2097021
## Hlil_220      -0.0026126067  0.0290564146  0.0436814221    il_220 0.2089956
## Hlil_221      -0.0393955588  0.0346425370  0.0035729251    il_221 0.5767102
## Hlil_224       0.0275731795 -0.0049668701  0.0045707286    il_224 0.2434946
## Hlil_225      -0.0028684221  0.0197212573 -0.0108186900    il_225 0.4469563
## Hlil_226       0.0349128200  0.0111425283 -0.0048929986    il_226 0.2783469
## Hlil_228       0.0148976302  0.0041837331  0.0130607230    il_228 0.4666196
## Hlil_229       0.0424714622  0.0060647345  0.0448592483    il_229 0.4713293
## Hlil_231      -0.0223686941 -0.0037207107 -0.0612563770    il_231 0.3812552
## Hlil_232       0.0481842265  0.0222814820  0.0046032451    il_232 0.5412693
## Hlil_233      -0.0256271776 -0.0172057147  0.0053321624    il_233 0.3303897
## Hlil_235       0.0099212418 -0.0392843652 -0.0434729150    il_235 0.2239491
## Hlil_239      -0.0083337424  0.0149941952  0.0055325719    il_239 0.5230190
## Hlil_240       0.0174076151  0.0149267117 -0.0103877400    il_240 0.5635229
## Hlil_241       0.0088455708 -0.0164452585 -0.0269983583    il_241 0.4507241
## Hlil_242       0.0441872078  0.0263861560  0.0017774352    il_242 0.3789003
## Hlil_243       0.0144212746  0.0104589386 -0.0108967386    il_243 0.2466737
## Hlil_244      -0.0088800413 -0.0188507261  0.0456056555    il_244 0.3840810
## Hlil_245      -0.0368200092  0.0232306133  0.0040743725    il_245 0.4166961
## Hlil_246       0.0563333950  0.0056256370  0.0627754632    il_246 0.3155540
## Hlil_247      -0.0151961012  0.0349389859 -0.0046099815    il_247 0.3394560
## Hlil_248       0.0186655846 -0.0184717434  0.0208678175    il_248 0.3493465
## Hlil_NBG_351   0.0230044607  0.0330994722 -0.0108232781 il_NBG_35 0.2856470
## Hlil_NC_167    2.1642953754 -0.6890125905 -0.5892326125 il_NC_167 0.1396444
## Hlil_NC_170   -0.1174955807  0.0385178783  0.0037218380 il_NC_170 0.3449900
## Hlil_NC_171    0.1162230386  1.2935799846  1.2002588616 il_NC_171 0.1129165
## Hlil_NC_172   -1.5208018688 -0.7501838773 -1.0789008817 il_NC_172 0.1422348
## Hlil_NTBG_260  0.0111481824 -0.0396659453 -0.0039787230 il_NTBG_2 0.3236783
## Hlil_W_222    -0.0341929291 -0.0285219975  0.0050757467  il_W_222 0.4463676
## Hlil_W_223     0.1242870018 -0.0546645948  0.0576170265  il_W_223 0.3381608
## Hlil_WBG_226  -0.0153413747  0.0295402198  0.0193683899 il_WBG_22 0.5464500

To be honest, clustering is not noticeably different between the two vcfR objects, which I think is a really good sign of consistency.

#visualize missing data by SNP and the effect of various cutoffs on the missingness of each sample
# for the vcfR.raw object
missing_by_snp(vcfR.raw)
## cutoff is not specified, exploratory visualizations will be generated
## Picking joint bandwidth of 0.0558

##    filt missingness snps.retained
## 1  0.30  0.39544750         12610
## 2  0.50  0.23840446          7365
## 3  0.60  0.17756631          5748
## 4  0.65  0.15453209          5156
## 5  0.70  0.12781049          4459
## 6  0.75  0.10798908          3926
## 7  0.80  0.08735509          3350
## 8  0.85  0.06195417          2591
## 9  0.90  0.04402494          1992
## 10 0.95  0.02425359          1212
## 11 1.00  0.00000000           196

The goal here is to try to get all the samples under a missing data proportion of 0.5. In the figures above, there are unfortunately just 3 samples really stretching out the distribution, but I really don’t want to remove any more samples than I already have. So I’m going to go with a SNP completeness cutoff of 0.7, which will leave this object with 4459 SNPs.

#visualize missing data by SNP and the effect of various cutoffs on the missingness of each sample
# for the vcfR.miss50 object
missing_by_snp(vcfR.miss50)
## cutoff is not specified, exploratory visualizations will be generated
## Picking joint bandwidth of 0.0575

##    filt missingness snps.retained
## 1  0.30  0.29730753          8462
## 2  0.50  0.23876525          6960
## 3  0.60  0.18203528          5525
## 4  0.65  0.15807619          4922
## 5  0.70  0.13370146          4302
## 6  0.75  0.11156993          3719
## 7  0.80  0.08859808          3094
## 8  0.85  0.06571109          2429
## 9  0.90  0.04586142          1792
## 10 0.95  0.02236573           907
## 11 1.00  0.00000000           137

Again, the goal is to get all samplues under a missing data proportion of 0.5. To do this, I need to use a SNP completeness cutoff of 0.6, which will leave this object with 5525 SNPs. So you can see at this point that even though the vcfR.miss50 object started out with 1/9th of the variants that were in the vcfR.raw object, at this point of filtering the vcfR.miss50 object actually gives us more SNPs, something like 12 more samples, and a tighter distribution of missing data proportion in each sample.

So from this point forward, I’m going to use only the vcfR.miss50 object for the remaining steps, and just call it vcfR from now on.

Before making a final decision, I will compare with nearby cutoff values.

#examine how other cutoffs effect clustering
assess_missing_data_pca(vcfR=vcfR.miss50, popmap = popmap.miss50,
                        thresholds = c(.50,.60,.70), clustering = FALSE)
## cutoff is specified, filtered vcfR object will be returned
## 18.05% of SNPs fell below a completeness cutoff of 0.5 and were removed from the VCF

## cutoff is specified, filtered vcfR object will be returned

## 34.95% of SNPs fell below a completeness cutoff of 0.6 and were removed from the VCF

## cutoff is specified, filtered vcfR object will be returned

## 49.35% of SNPs fell below a completeness cutoff of 0.7 and were removed from the VCF

## [[1]]
##                     PC1        PC2          PC3          PC4         PC5
## Hlil_130      -5.736075  2.9839112   0.68339585  1.529550933 -3.68093273
## Hlil_132      -5.991185  4.2632108   0.70406265 -0.619706611 -2.06345479
## Hlil_137       3.367344 -2.0950282  -0.27268193  1.581369393 -3.48469618
## Hlil_143      -5.872086 -3.9470475   0.37465119  2.150204250 -0.01898304
## Hlil_145      -6.107164  3.1640563   0.43896513  0.127529799  1.20077118
## Hlil_146      -4.144001  2.0209389   0.33990306  0.562113302 -0.17949001
## Hlil_147      -6.365242  3.7532362  -0.62488517 -5.945187060  1.47902793
## Hlil_148      -7.900038 -5.2583617  -0.64468596 -0.526290036  0.46708085
## Hlil_150      -6.454013  3.2050098  -0.17285672 -3.363173382  4.76331686
## Hlil_152      -7.467118 -4.3158803   0.28534577 -0.254016940  1.52749796
## Hlil_153      -7.703064 -5.4224902  -0.27693086 -0.252205337  0.03860454
## Hlil_154      -6.482025  2.7779859   1.03025661 -0.701944014  0.32167067
## Hlil_155      -3.892273  1.9130125   0.37571895  1.156737336 -0.16539410
## Hlil_156      -5.200420 -3.8453105   0.77400598  2.274605396  0.44335479
## Hlil_157       3.751332 -2.2269315  -0.22893291 -1.660148212  1.75757159
## Hlil_158      -6.076467 -4.3404160   0.17923586  1.995482042  0.04384187
## Hlil_159      -6.716665 -4.3212214  -0.77261165 -1.226914718  2.00110179
## Hlil_160      -5.357593  1.3162712   0.70361799  1.171187715  1.16363786
## Hlil_161      -7.351942 -5.1326530  -0.12726214 -1.656691786 -0.34509288
## Hlil_162       4.500890 -1.7418944  -0.45451203 -6.100824185  0.15670594
## Hlil_163       4.907402 -2.0577228  -0.44268152 -6.460818645  1.13576001
## Hlil_164       4.889252 -2.1570743   0.14515545 -1.270741728  3.07723418
## Hlil_165      -6.541920  3.4245822  -0.25523596 -3.248696885 -3.86249117
## Hlil_166       4.707894 -2.2691083  -0.25883601 -1.746384421 -6.32183839
## Hlil_168       9.338905 -0.1536115   0.90676718 -0.427955560 -2.16625094
## Hlil_169      14.851371  0.8024484   0.50977993 -2.030200741 -2.03744234
## Hlil_173      -5.751765 10.9268267   1.28407811 -1.317654439  0.20962747
## Hlil_174      -5.876842 11.2949946   1.66969959 -1.277093529  0.11606124
## Hlil_175      -4.713817  8.4214124   1.48480134  0.717840911 -0.82597916
## Hlil_176      -7.601828 -4.4923607  -0.74824567 -2.092559388 -0.48516542
## Hlil_177      -6.692033 -4.0026943  -0.92443984 -2.959162896  1.27481886
## Hlil_178      -6.945326 -4.1755561  -0.03421451  0.272817523 -0.27573005
## Hlil_179       4.290561 -2.0444579   0.52143817 -3.995038159 -0.06224175
## Hlil_180       5.142026 -2.7521328  -0.90361855 -5.844591092 -3.85432914
## Hlil_181      -2.298736  6.9291789  -0.19968390 -0.483890578 -1.09340347
## Hlil_182      -5.033322  3.6480552   0.59727354 -0.532903500  2.26816915
## Hlil_183       3.893680 -1.7272530  -0.88088408 -2.542920625 -1.25674679
## Hlil_184       3.268991  2.5333433   0.82225021  1.876482997  0.04980311
## Hlil_185       4.267045 -1.1553210   0.07113729  0.834457997  0.87327860
## Hlil_186       3.775911 -1.8348578  -0.62503197 -0.684697958 -0.88137218
## Hlil_188       4.904821  5.2149648   1.05748968  0.182375165  2.03947075
## Hlil_189       4.423536  3.9031599  -0.41440563 -1.202965987 -2.22507698
## Hlil_190       3.977838 -1.2817841   1.18485120  0.728967621  1.82815111
## Hlil_191       3.629599 -1.6301546   1.03154050  1.325812260  1.77325630
## Hlil_193       5.669220  5.5611587   1.15283306  0.079110066  2.47720263
## Hlil_195       2.590879 -0.6937386  -0.46997808  0.056252617 -1.12066433
## Hlil_196       4.868040 -2.1820875   1.29852786  1.049067361  1.11486599
## Hlil_197       4.679871 -2.6198739   1.03669348  1.985050971  1.79444987
## Hlil_198       4.933452 -1.7890917  -1.02380269 -2.676285086 -1.11255305
## Hlil_199       4.669673 -2.7786801   0.59236694 -0.472199805 -1.28798275
## Hlil_200       4.419664 -2.4769495   0.87736304 -0.390744049  2.77483590
## Hlil_201       3.022278  3.2868682 -18.50716570  1.081219394  1.77189153
## Hlil_202       4.454049 -1.2918162   0.19057936 -0.951044502  2.90234679
## Hlil_203       4.979410 -2.0923363   0.14028046  0.562250516 -1.31434002
## Hlil_204       3.752599 -1.7318544   0.98229227  1.963471127  0.84606143
## Hlil_205       5.168060 -2.3345155   0.26885471 -1.865605599 -1.29779953
## Hlil_207       3.813533 -1.6459229   1.38336640  2.700094373  1.79092586
## Hlil_208       2.492377 -1.4130368   0.03108721  0.006177498 -0.15481360
## Hlil_209       3.729082 -1.2969242   1.37800258  1.946089725 -0.32210671
## Hlil_210       4.192944 -1.9338827   1.68088338  0.854337391  2.77817447
## Hlil_211      -4.809007 -4.1058339   0.31323930  0.470963899  1.22891473
## Hlil_212      -1.885436  4.9821015  -0.13100631  0.163487515  0.38379662
## Hlil_213       3.879421 -2.2896886   0.80139439 -0.593981475  2.34489534
## Hlil_214      -5.670235  2.8029134   0.55130081 -0.081110883  3.09220004
## Hlil_215       3.232863 -1.7877522   1.24721184  2.467714099  0.10510523
## Hlil_216       3.258193 -2.0232348   0.82283862  3.714739273  1.05963415
## Hlil_217       3.151121 -1.0868521   0.29678999  0.213914431 -1.98224182
## Hlil_219      -4.506514 11.4807566   1.62022229  1.103711994  0.83829821
## Hlil_220       4.467846 -1.4637677   0.94714690 -1.697683879  0.89748329
## Hlil_221       2.612470 -0.6136648   0.68293954  1.222585562 -0.85470887
## Hlil_224       3.919667 -1.1838498   0.19042518 -1.023859465 -2.34036493
## Hlil_225       3.313930 -0.4763018   0.54685715 -0.806707244 -1.55027319
## Hlil_226       4.736107 -0.9874484   1.49244294  1.188068011 -0.05966150
## Hlil_228       3.206095 -0.3247831   0.62375416  1.988923000  0.24041460
## Hlil_229       3.821424 -0.6367681   0.75443926  1.856409814  1.94296907
## Hlil_231       4.314101  5.0162238   1.47130019  1.395361465 -1.84726909
## Hlil_232       3.098017 -0.7285142   1.21858610  2.832051812  0.08322396
## Hlil_233       4.798770 -0.5300228   0.31398879  0.892743364  2.35751603
## Hlil_235       5.737773  5.9696457   1.05126829 -1.830892140  4.19230136
## Hlil_239       3.270909  3.5651576   0.23280413  0.121349662 -1.48586137
## Hlil_240       3.303741 -0.4468425   1.10946727  2.992428529 -0.11669326
## Hlil_241       3.183246 -1.0639869   1.20543939  2.444577667  1.89295287
## Hlil_242       4.398078 -1.7960079  -0.13573282 -0.237642741 -1.22502354
## Hlil_243      -6.690691 -4.7000252  -0.28435929  3.469957603 -0.08784907
## Hlil_244      -5.252547 -3.2905725  -0.17070376  3.544401800 -2.35463668
## Hlil_245       4.855967  5.4730517   0.04065026  0.763400558  0.34899190
## Hlil_246      -5.864729 -4.0182023  -0.17739816  2.882304604 -1.02443443
## Hlil_247       4.566498  4.6633240   0.49607043  3.770185088 -2.86192373
## Hlil_248      -4.560091  1.6208929  -0.08898890  1.428730065  0.21060411
## Hlil_NBG_351  -5.048314 11.0831147   0.70101236  0.690263730 -3.79643817
## Hlil_NC_167   -7.706530 -5.1591824  -0.51226621 -1.718250973 -0.59786463
## Hlil_NC_170   -4.645014 -3.3845111   0.04883192  0.615026438 -1.14543526
## Hlil_NC_171   -7.922032 -5.3092837  -0.31131808 -1.504773484 -0.03599892
## Hlil_NC_172   -8.027557 -5.0906975  -0.45788312 -2.122122882 -0.50713641
## Hlil_NTBG_260 -6.490396 -4.2351289  -0.57169155  1.826429873 -2.53054176
## Hlil_W_222     2.315939  3.4349638 -15.04415296  2.833466850  0.11617437
## Hlil_W_223    -4.059473  8.5083378   0.80984411 -0.688278551  0.26603908
## Hlil_WBG_226  -3.354183 -2.5501522  -0.62973295  1.422708783 -1.56135593
##                        PC6         PC7         PC8         PC9          PC10
## Hlil_130       0.174846624  1.26741796 -0.16886811 -0.53919904  2.9741039818
## Hlil_132       1.278321028  0.79951898  1.01924632 -0.02741223  2.0380018828
## Hlil_137      -1.953413097  2.20581688  2.31879034 -0.02351123 -2.9775020243
## Hlil_143       0.132352697  1.56397954  3.35638106  0.29601820  0.1987313593
## Hlil_145      -3.345325119  2.33414502  1.53603878  1.73477960 -1.9120158411
## Hlil_146      -0.173812372  1.87010932  1.72033705  0.49743587 -0.6215074856
## Hlil_147       2.032480893 -0.57690205 -0.14118838 -2.11226055 -0.7460967796
## Hlil_148       3.902553055 -1.44818794  0.90100188  0.27815601 -0.5083174182
## Hlil_150       2.066066755 -2.18364904  4.53240548 -0.85470287 -2.1591625156
## Hlil_152      -1.344538549  0.45759016 -0.80910176 -0.59860924  0.5133113217
## Hlil_153      -1.583369097  0.25916666 -1.91616392 -0.54659384  0.8062166073
## Hlil_154      -3.552057421  3.13143142 -1.07613704 -0.65564738  2.1617091487
## Hlil_155      -1.372994756  1.07722005  2.46119273  0.68652082  0.2530119793
## Hlil_156      -0.962202639  0.55813032  1.44488822 -0.23571854  0.3744187371
## Hlil_157      -2.384786172  1.12844532  1.13064420  1.98492675  0.0182543800
## Hlil_158      -1.460247836  0.80082134  1.50124744 -0.50024418  0.6484410593
## Hlil_159       1.045270947  0.37311353  0.44957024  0.68482068 -2.3502582309
## Hlil_160      -0.993002689  1.15798057  0.77741257  0.30935017 -1.1083140092
## Hlil_161      -1.778404473  2.57347092 -3.64320705  0.98792075  0.3192079695
## Hlil_162      -1.599196335 -0.27531406  1.27921766  1.09114054 -0.0610416695
## Hlil_163      -3.693283816  3.25611020 -1.53074739  4.78974683  1.0900020597
## Hlil_164       3.735660544  1.23606345 -0.06471673  2.56530699  0.7216979477
## Hlil_165       2.683448570  2.00646335 -2.20614443 -4.36327546  0.4050774566
## Hlil_166       1.815619029 -0.28394443 -2.60506604 -1.74116946  2.4729911744
## Hlil_168       0.864416454  0.26328454  0.15661404 -1.01273105 -1.1236684557
## Hlil_169       0.933929744  0.51006103 -0.57070797  0.32404217 -0.8600889679
## Hlil_173      -0.508760764  0.69408514 -0.22376911 -0.84756853  0.5584168084
## Hlil_174      -0.804827078  0.57718702 -0.34026023 -0.92533293  0.4570193301
## Hlil_175      -1.296437426  1.00974665  1.01439129 -0.28649997  0.7457060541
## Hlil_176       0.711547274 -0.31758007 -1.07588847 -0.83564011 -0.1622843487
## Hlil_177       0.399991502 -1.09375409 -0.59842663  0.15199723  0.1532915477
## Hlil_178      -0.074120588 -0.09572516  0.54162185 -0.39801131 -0.2082805396
## Hlil_179       2.474372308 -2.71988033  2.59307434 -4.41506103 -0.1083054472
## Hlil_180      -2.359963665 -4.34450033  0.31000633 -1.39556744 -0.6871849914
## Hlil_181      -0.372277370  0.26859903  0.69171955  1.00778074 -1.1718202174
## Hlil_182      -0.281653629  0.99457491 -1.73457597 -0.02124996 -1.1344380407
## Hlil_183       0.921158028  0.63335691 -1.20994119  3.52577645  0.9569272396
## Hlil_184       0.574173424  1.29600435  0.02096236 -0.61869740  0.4753136442
## Hlil_185       2.455965782  1.87843468  0.08797816  1.60582611 -0.1035367901
## Hlil_186       2.229518678  1.62883443  2.56959727 -0.60851082 -1.8823966847
## Hlil_188       1.701069135  1.50989986 -2.37887459 -0.67953033 -0.5603119396
## Hlil_189       0.696623522  2.23325732  2.76563876  1.39882443 -1.1619928587
## Hlil_190       0.996813630  2.59263154 -1.23878169  1.90730195 -0.8816223460
## Hlil_191       1.465438089  2.32231929 -2.30324680  0.23388447 -0.1759192205
## Hlil_193       2.058426405  2.53999480 -4.37476339 -0.17720659 -0.6336210951
## Hlil_195      -0.119580051  1.05736049  0.55662491  0.01796854 -0.8506725196
## Hlil_196      -3.413202651 -1.80991765  3.04465787  2.90854624  4.2559175763
## Hlil_197      -1.293151138 -1.97455524  2.82875960 -0.14553029  2.9800783436
## Hlil_198      -0.710745211  0.14482582  4.16231787  1.67638896 -2.3464332597
## Hlil_199      -0.380595619 -0.00999521  0.38269047 -1.22985173 -0.5985428546
## Hlil_200       0.071262736 -0.67212077 -2.03235779  1.36838794 -0.1796303864
## Hlil_201      -0.569771944  0.59710296 -0.28750499 -1.25946949  1.6799803815
## Hlil_202      -2.749555433 -1.88186989 -1.08186172  0.01226592 -4.5117973518
## Hlil_203      -4.247834381 -0.25205581  1.27796108 -1.45061072 -1.4659301836
## Hlil_204       0.008161563  0.48106654  0.41204449 -1.27197026  0.7173839580
## Hlil_205      -3.558475328 -2.12071857  3.37761857 -1.24628930  1.8667878007
## Hlil_207      -1.320516523 -2.39981789  1.73293333 -3.57586010  3.8276566764
## Hlil_208       1.804438864  0.72820940  0.23658035 -0.49412037 -0.1791949091
## Hlil_209       0.504202569  1.07011587  0.57918598 -2.33361359  1.8710293840
## Hlil_210       0.927137901 -1.91919853 -2.57411140 -2.15357508  3.2947878885
## Hlil_211      -1.609130118 -0.88455689 -1.11947612 -3.08691089  0.5425621827
## Hlil_212       0.047400517  0.61632329  0.03882745  0.56749526  1.0042234922
## Hlil_213       0.454156044  0.44987638 -0.10035216  3.31638903  2.8128672606
## Hlil_214       0.806984593  1.02467032  1.15532416 -0.99852616  0.3801872460
## Hlil_215      -0.339983144  1.75899381  1.06782848 -1.21235845  0.3709772135
## Hlil_216       1.786835671  1.43811190  1.66559327 -1.51622826 -0.4516681730
## Hlil_217       0.999018828  1.33189453 -0.60928832  0.72319641  0.1631310349
## Hlil_219      -1.881994647 -2.01117894  1.05444824 -0.57629125  1.1297063102
## Hlil_220       1.907047099 -1.01936152 -0.77838466  2.64362169  6.3742598390
## Hlil_221      -0.556785830 -0.41447262  0.16820546 -0.67723841 -1.2005076191
## Hlil_224      -5.663672876 -0.20898716 -3.87450547 -1.79588933 -1.5261728997
## Hlil_225       1.253933703  1.03991550 -0.14514625  0.77791554  1.6620571386
## Hlil_226      -1.043508539 -1.17819327 -3.07633911  0.16861965 -0.4342259850
## Hlil_228      -1.760198058  0.07693664 -0.88237935 -0.85153381 -1.0660997892
## Hlil_229      -0.440455145 -0.75983864 -2.40933264 -0.50451825 -0.4798862696
## Hlil_231      -0.368803368  0.43468140 -0.71298830 -1.91671844 -0.9660922510
## Hlil_232       0.077393052 -0.50668980 -1.43012560 -1.19822744 -1.7767596469
## Hlil_233       1.315687608 -2.91800463 -0.19742952 -2.89498276  0.0062830445
## Hlil_235       0.444362333 -4.87775413 -1.13422178 -0.18100296 -1.0902238808
## Hlil_239       2.658786581  1.39826215  0.78840228 -0.14353739  0.2308477186
## Hlil_240       0.006339567  0.48789848 -0.01826261 -0.80819633  0.5911664538
## Hlil_241      -1.008315128 -0.38674892 -1.25960147 -0.90575347 -0.4803009308
## Hlil_242       5.269359998  0.55163410  2.90200797  1.20744928 -0.0007212347
## Hlil_243       1.392403331 -3.58463151 -1.82943759  2.72737372 -2.3362959415
## Hlil_244       0.008815352 -1.33553016 -0.52568532  3.02334943  0.2669246682
## Hlil_245      -0.414741821 -2.48712823 -0.66573984  1.57226223 -5.1997993979
## Hlil_246       0.030828414 -0.69102639 -0.89710387  1.98585962 -0.7183582662
## Hlil_247       0.799175017 -0.56510767 -0.66997875  1.24403937 -1.7203055949
## Hlil_248       0.326330603 -1.63863251  1.10830458  1.64589157 -0.4997807026
## Hlil_NBG_351   0.360593272 -7.20508291 -1.60969983  5.02970348  2.2426141138
## Hlil_NC_167    0.549293210 -0.34996119 -1.00227984 -0.73787124 -0.0707997300
## Hlil_NC_170    0.221477706  0.48022152  0.38117749 -0.02707839 -0.1356743279
## Hlil_NC_171    0.354723124 -0.16022537 -1.23947796 -1.02372011 -0.0434626333
## Hlil_NC_172    0.478055676 -0.33109517 -1.33131901 -0.73210741 -0.1647925344
## Hlil_NTBG_260  2.037253821 -3.19982366 -0.68425414  0.99635540 -1.8869943202
## Hlil_W_222    -0.392181325 -0.36816518 -0.58851711 -0.10128013  0.5169491663
## Hlil_W_223     0.294570831  0.91815139  0.66307106  0.11530040  0.0474102904
## Hlil_WBG_226   1.191779468 -1.63363546  0.21319655  1.68087688 -1.4968293610
##                      PC11          PC12         PC13          PC14        PC15
## Hlil_130      -1.75936568  2.9405974513  1.774196231  0.3368603367  0.79440348
## Hlil_132       2.65091825  2.6219146948  3.351122993  2.5845953001  1.80529054
## Hlil_137       1.69804065 -2.3478592263 -1.475113587 -3.4033147657  0.21284139
## Hlil_143       1.41736278  2.2888916499  1.008226407 -0.1179231185  0.76852088
## Hlil_145      -1.66368165  0.5827290011  0.458007359  3.5253062452  1.65438390
## Hlil_146       3.00300710  1.1827737149 -1.701648567  0.3565008983  1.82267273
## Hlil_147       4.54320706 -2.4880459877 -0.569713635 -2.3720125426  1.45043151
## Hlil_148      -3.76687176 -1.2214985433  2.419187396  1.8375652973  0.46367454
## Hlil_150       0.43264665 -0.3439340630 -2.327735175  0.2782420576  2.75622486
## Hlil_152       1.29469558  0.3568433626  1.844239574 -1.4253184751 -2.28113876
## Hlil_153      -1.01262606 -0.5612194505 -0.135394375 -0.1016204759 -1.99928477
## Hlil_154      -2.36451352 -0.6325437225 -1.075583172  0.2627266093 -0.62332540
## Hlil_155       2.88784195  2.2158181169 -1.014452190 -0.4939874742  1.32964494
## Hlil_156       0.14583901  0.7921371075 -0.426139828 -0.5494930726  0.71513650
## Hlil_157      -1.50020652 -0.5963346323 -0.004689062 -0.7146119302 -1.62474601
## Hlil_158       0.10667967  1.5322868673  0.299828860 -0.3732925611 -0.98849610
## Hlil_159      -2.91616585 -2.3874829379  0.851172517 -1.0962133702  1.31374004
## Hlil_160      -0.54517590  0.6999370714 -0.674932966 -0.4436308229 -0.42041647
## Hlil_161      -0.17720321 -1.6129491966 -1.360950866  1.7091545528 -2.71964365
## Hlil_162      -0.31235314 -0.1710189714  1.604302255 -1.1535661463  3.01916217
## Hlil_163       0.18006871  1.7163454799 -1.209804453 -3.0382427353  2.71140143
## Hlil_164       0.11074877  2.0844710983  0.047811415 -0.8838232663 -2.96861435
## Hlil_165       1.05081001 -0.9854408931 -2.138219118 -1.3082812696 -3.97206882
## Hlil_166      -3.10101147  0.3014479371 -1.501331261  2.2322666364  3.71451932
## Hlil_168       0.55184010 -1.2376659465 -0.686373368  0.6814752622  0.22015215
## Hlil_169      -0.60011267  0.7807257179 -1.354100453  0.0324461787 -0.75106287
## Hlil_173      -0.25161037  0.1716966847 -1.019681147 -0.0681293728 -0.10249436
## Hlil_174      -0.37370026  0.2964208179 -0.968471519  0.2814966525 -0.19229074
## Hlil_175       0.62800360  1.9136444130 -0.342905639  0.5447166241  0.71139032
## Hlil_176       0.16535515 -0.7634712131  0.401343151  0.8066947791  0.49363239
## Hlil_177       3.22203682 -0.8032400979  1.453006560  2.3326563051 -3.22602245
## Hlil_178       0.50711154  0.8051665570  0.180212295 -0.0003520211  0.72839725
## Hlil_179      -2.78608464  3.0237776548  3.934269364 -1.6502768385  1.93867347
## Hlil_180       0.59457334  3.3535477494 -2.749990083  0.0318285922 -0.07422084
## Hlil_181      -0.31249702 -0.9369799070  0.475379002  0.5649387115 -1.13628573
## Hlil_182       0.36778677 -0.9700523086  2.174271812 -0.1242780342 -2.76686615
## Hlil_183       2.12454431  0.2661243277  0.274412599  1.1983449308  1.37664032
## Hlil_184       0.30986873 -0.1428808734  0.523111580 -1.4726720461 -0.19372205
## Hlil_185       1.01620439 -0.5153765111  1.248014212 -1.7089390240  1.04544711
## Hlil_186      -2.72095577 -0.0003076796  0.233381037  0.5112447865 -0.91956968
## Hlil_188       0.63758469  2.0259751842  2.550442898 -2.9766205045 -2.64714600
## Hlil_189      -0.53182755 -2.1331774573 -0.820805338  0.9537770489  0.33468022
## Hlil_190      -1.16494174 -0.0786039695 -0.517489562  0.0588217968 -1.31622494
## Hlil_191       0.72334591 -0.4678130557  2.110638839 -2.7474718451 -0.32557467
## Hlil_193      -0.46804891  7.0949144043 -0.055045540 -0.0256603672  0.69546693
## Hlil_195       0.33441401 -1.5366979832  0.044904638  0.2896223206 -0.50030221
## Hlil_196       1.87520848 -0.9549929903 -1.137046921  1.5240834279 -0.71100411
## Hlil_197       0.38745686  0.6644982324  0.591605702 -0.1498782351 -0.94871004
## Hlil_198      -2.77664343 -2.0349474162  1.874819611  0.4202392482 -1.49045284
## Hlil_199      -1.98320552  1.6309891550 -3.195572319 -0.3709042512 -2.09758857
## Hlil_200      -1.47926142 -0.6078025757 -0.785740686 -1.6086923368 -0.65772043
## Hlil_201      -0.70828492 -0.3941620109 -0.619770942  0.7599771338  0.45802916
## Hlil_202       0.20374654  0.5707444248  2.926007419 -1.6162214541 -0.65443333
## Hlil_203       2.38201778  1.5942132255  2.930007054 -0.9904821637 -0.90338280
## Hlil_204       0.17233235 -0.6473349698 -0.465678570 -0.9452939151  0.84639237
## Hlil_205       0.34585076  1.9178633161  0.687481379  1.9807199215 -5.45035916
## Hlil_207      -2.42032781 -0.9636870546 -2.430951850 -3.4991159676 -0.15601343
## Hlil_208      -0.31663323 -0.6549572855 -1.237964951  0.5931202154  0.43946886
## Hlil_209      -0.43371812  0.1213145540 -0.562045170 -0.7059811314  0.42525555
## Hlil_210      -1.26939912 -1.9370341567 -0.210206280 -1.6805567758  0.64026878
## Hlil_211       0.33248463 -0.9059727429  0.317767904 -0.4713661149  0.64484048
## Hlil_212       0.44210567 -0.1482331703 -0.638697260  0.6428417465  0.13592710
## Hlil_213      -2.20251408  0.0688994178 -1.117639618  0.2044693215  0.01878181
## Hlil_214      -3.62524282 -2.3257245626 -3.135643069  0.5797994388  0.14615790
## Hlil_215       1.37519373 -0.5915002612 -0.837377475 -0.0302086649  1.85536059
## Hlil_216       0.89489277 -0.7053729279 -1.467932057 -0.4618241235  0.59312000
## Hlil_217       1.35111977 -0.1690833867 -0.369686714  0.4098478866 -0.45796456
## Hlil_219      -4.01707788 -1.0035966055  0.936164129 -1.8451190356 -0.35591551
## Hlil_220       1.30943737 -2.7151656668 -0.188896596  3.1177113680 -0.83693315
## Hlil_221       1.27794067 -0.1363019313 -0.031018590  0.4286453335  0.15415098
## Hlil_224      -2.45015627 -1.0427100494  1.564222167 -1.6036802527  2.04763757
## Hlil_225       0.83968471 -0.3402719908  1.165031584 -1.2049817622  0.33257964
## Hlil_226       0.12971494 -1.2864735439 -0.371480088  2.6145067301  2.91758052
## Hlil_228       1.21392634 -1.1624539905 -0.166409650 -0.0216953075  2.20790103
## Hlil_229       1.70633546 -1.7978643064  0.860811377  1.3144474778  3.18773381
## Hlil_231       0.56183578 -1.6045771554  0.733690015  2.7631391846 -0.16464039
## Hlil_232       2.00055979 -1.0661947177 -0.254989719  0.9223501011  0.15975515
## Hlil_233       2.39513267  0.6937779603  3.300046070  1.8340310973 -0.63204991
## Hlil_235       0.60087231  2.9003974000 -4.093335906  3.3801736928 -0.98903452
## Hlil_239      -0.36207901  0.0604045294  0.183709557  0.0753523623 -0.53666036
## Hlil_240       0.79651610 -2.2021052710 -0.430907449  0.1405768723  1.29471352
## Hlil_241       1.72239929 -0.4905100768  0.523062395  3.2147161921  0.85512974
## Hlil_242       0.07512646 -1.0262920032  1.738438260 -0.4415461497  0.07744401
## Hlil_243      -2.18094462  3.8442959509 -2.298212886 -0.8835603310  2.36579191
## Hlil_244      -0.58820204  1.3446613722  1.640658127  0.8470558925 -0.42363310
## Hlil_245      -0.16746288 -2.6139543547 -0.292778942  3.2864883528 -0.91861488
## Hlil_246      -0.95359939  1.7693200116  0.028666836  0.3184632889 -0.11856151
## Hlil_247      -3.20896982  0.0380729261  1.296627848  1.2949546802 -3.35310802
## Hlil_248      -2.15304939  1.3612973375  0.737331262  0.2356387515  1.03182528
## Hlil_NBG_351   1.12893960 -3.0452114943  2.764029942 -4.5527657253  0.50550912
## Hlil_NC_167   -0.01629520 -0.4081717167  0.707336517  1.0342932093  0.39144157
## Hlil_NC_170    0.61636887 -0.0821202598  0.305282327  0.3447118975  0.76907226
## Hlil_NC_171   -0.23874287 -0.3599717467  0.549652202  1.0367828407 -0.05988189
## Hlil_NC_172   -0.21948617 -0.4701176213  0.647706275  1.0837505195  0.14293284
## Hlil_NTBG_260  1.94821886  0.7179033059 -4.667309548 -2.4249402714 -2.07088669
## Hlil_W_222     0.79405951  0.7812176058  0.620135266 -0.8266229379 -0.16637227
## Hlil_W_223     0.64156369 -0.1700320280 -0.474802342 -0.5415095362  0.17371930
## Hlil_WBG_226   1.87467243 -0.1285611202 -3.279107714 -2.6874915839 -0.99161073
##                        PC16        PC17        PC18         PC19        PC20
## Hlil_130      -1.1829711524  2.40686089 -2.19979930 -2.896943890  1.97848749
## Hlil_132      -2.7386041768  0.50021248 -2.05124037  1.235262442 -1.89731892
## Hlil_137      -1.8103324265  0.87566508 -2.84232134  1.748735838  2.20746085
## Hlil_143       1.5715221754  2.47540279 -0.85819230  0.805501040  0.89539855
## Hlil_145      -1.8651172840 -0.41749904 -1.64456500 -1.105201962 -0.69139417
## Hlil_146       0.1888830226  0.85991946 -0.56977693 -0.715304682 -0.62185538
## Hlil_147      -2.8279437428  2.76297430  3.76875135  0.268017514 -0.39886086
## Hlil_148      -1.1952789480  0.39884115 -0.96316433 -1.912136998  1.25100063
## Hlil_150      -0.0077649987  1.47196394  0.30565939  1.493150671 -0.92460021
## Hlil_152      -1.2240479356 -0.03079837  0.73325243  0.056685654 -1.23564040
## Hlil_153       0.3054406649 -1.78008340 -0.74855779  1.148039769  0.51737967
## Hlil_154       1.2825429694 -1.35196175 -0.25268951 -1.183039314 -0.49688454
## Hlil_155       0.3054093711 -0.50179995 -1.07580248  0.278637696 -1.13688645
## Hlil_156      -0.3462583087  0.22738391 -0.03374289  0.229308441  0.51414883
## Hlil_157      -0.2775523625  0.11199938 -0.20953375  3.143404017 -0.32257690
## Hlil_158       0.0329343515 -0.03294456  0.01820833  1.229501757  0.50104746
## Hlil_159       1.7101725227  1.37939715 -1.29891113 -2.309415423 -1.01098124
## Hlil_160      -0.0539541912  0.20099818 -0.10060298 -1.403722220 -0.20706716
## Hlil_161       0.2179212341 -3.50840202 -0.42953140  0.379417148  1.38835793
## Hlil_162       1.4331068064  0.03688529 -4.50939905 -6.247701371 -0.19427549
## Hlil_163       3.3840123911  1.59632798  1.83100314  0.211699085  4.83434739
## Hlil_164       1.3713806173 -0.28652572 -1.44051380  1.809233952 -1.60223970
## Hlil_165      -0.0072236146  2.61219904  2.53435444 -0.829381702  0.70835935
## Hlil_166       1.5546627998 -1.25123736  0.01537461  2.588683133 -1.38252449
## Hlil_168       0.2813021965  0.52227218 -0.76939800 -0.159775884 -0.74605522
## Hlil_169      -0.5928295795  0.48947027 -0.64299321 -0.424088518 -0.43335851
## Hlil_173      -0.0979737142 -0.77015720  0.33778671  0.412975264 -0.25209868
## Hlil_174      -0.4225072572 -0.73078110  0.39017550  0.139490454 -0.21387061
## Hlil_175      -0.2966494860 -0.02794427 -0.64518655 -0.568916658 -0.78612148
## Hlil_176       0.9243646519  0.10363892  0.45656459  0.935684603 -0.02101073
## Hlil_177      -1.3594761294 -0.14857829 -0.08281603  0.742005378  0.92590025
## Hlil_178       0.5547066118  0.43015805 -0.38018239  0.817089684  0.02784425
## Hlil_179       2.3151662625 -0.95131872  2.80850089 -0.160642369  1.70582910
## Hlil_180      -3.7341782523  0.86889061 -3.56493397  3.379952222  0.77054472
## Hlil_181       0.0276067167  0.22716378  0.16809775 -1.215084766 -0.67927467
## Hlil_182       1.4235243085  1.24440747 -0.11395006  0.662007264  1.13444434
## Hlil_183      -0.5839530892 -0.95664128  3.70434384 -2.516051410  1.05630894
## Hlil_184       0.4135958361 -0.72970267 -0.13040147 -0.371660108 -0.44412301
## Hlil_185      -1.0072686286 -1.48984842 -1.04095884  1.894863566 -1.49479243
## Hlil_186       0.0578134264 -2.47803407 -1.02868155  0.126724524 -1.24458928
## Hlil_188      -1.7757751397  0.03697668 -1.21469986 -1.339884934 -0.90886061
## Hlil_189      -0.7399788418 -1.12147103  1.65668200 -0.158207280  0.85675347
## Hlil_190      -1.9271103658  0.43684759 -1.58391397  2.001845794  0.98339838
## Hlil_191       1.5732590177 -2.20747738 -1.94259814 -0.037312415 -1.99263505
## Hlil_193       0.7133817641 -1.76386307  1.12790143  1.077610788 -1.22131193
## Hlil_195       0.3844512144 -0.84173781 -0.74986020  0.090700333  0.18517151
## Hlil_196       1.2303617898  1.14454774  3.01169089 -0.594373709 -2.56005633
## Hlil_197       0.3078967836 -0.38936150  2.40201437  0.424778881 -2.36333917
## Hlil_198      -4.3998171804 -4.15011297  1.08088071  0.772255964 -0.25583237
## Hlil_199       1.8400790446  1.07608347  0.47038981 -1.157112945 -1.80081228
## Hlil_200       0.6255578128  2.04220005  0.92701120 -2.201065506  0.88036087
## Hlil_201      -0.3226101001 -1.75748031  2.13344854 -1.389349726  0.81226275
## Hlil_202      -1.9616936971  0.44149454  1.49678568  1.392608560 -0.22308185
## Hlil_203      -0.2450624107 -1.21653928  2.04736938 -1.365871509  1.35790427
## Hlil_204       1.1253252611  1.17481629  0.77939847  1.702677015  1.46838300
## Hlil_205       1.4129842640 -0.27078687 -0.52417163 -0.595794684 -0.23820581
## Hlil_207      -0.0681985848  1.37928091  0.37631625 -0.109449783  0.02942508
## Hlil_208       2.0446469052  1.00626487 -0.43513726  0.304630032  0.26734249
## Hlil_209       1.0972891858 -0.74646866 -1.14271025  1.013863893  2.03164505
## Hlil_210      -6.0034521767  1.16685937 -2.40320905 -2.327395398  0.82103935
## Hlil_211      -0.7205334670  0.26124777 -2.22294896 -1.075737496  0.74695054
## Hlil_212       0.3305072033  0.31702687 -0.45097013 -0.521586491 -0.31703382
## Hlil_213      -4.1674236767  3.51617734  1.51180931  1.021003874 -0.71167193
## Hlil_214       0.5983978584 -1.04803159 -0.61623310  2.360097505  0.11744891
## Hlil_215       0.3400367801 -0.23480459  0.24058762  0.003521711  2.76956479
## Hlil_216       0.9876279014 -1.27904727 -0.78746136 -0.272043828  3.28049723
## Hlil_217       0.7048010716  1.33193111  1.49727026  0.340205797  0.63562112
## Hlil_219       1.3863250715 -1.49995098  1.79591740  0.778308940 -0.93923248
## Hlil_220       0.3708483449  0.25964473 -1.69483041 -1.841793675 -0.91176319
## Hlil_221       0.8176349847 -0.64258074  0.34301341 -0.665444089 -0.83368086
## Hlil_224       0.4536809627  0.09249253  0.67955373 -0.787451075 -4.57776804
## Hlil_225      -0.5282168284  0.51365999 -0.17693098  0.225548667 -1.95188596
## Hlil_226      -0.2321568594  1.63563513  1.11289289  3.622780947 -2.99670904
## Hlil_228      -0.0849911091 -0.56980495 -0.96559656  0.176933306 -0.17728041
## Hlil_229      -0.5092490213 -0.56292195 -0.15715418  0.421360738 -1.04272066
## Hlil_231      -2.3997063573 -0.92665155  3.27136206 -2.243048323  1.35936924
## Hlil_232      -0.5587660427 -0.89078436  0.37286028 -0.648771479  0.94183227
## Hlil_233       3.0994529976  0.75440011 -0.49184191  0.311622321  0.06128072
## Hlil_235      -0.0430156672 -3.30734691 -2.03412622 -0.355947823  3.73855527
## Hlil_239       0.1462578552  0.63892841  0.11105935 -0.363944336 -0.20271292
## Hlil_240      -0.5703395846 -1.29221769  1.43421538  0.780647502  1.44389432
## Hlil_241       0.0770611806 -1.59309648 -0.29503810 -1.756321950  1.08443410
## Hlil_242       0.6712767920 -2.02418804  1.34703130 -0.241851221 -0.57161496
## Hlil_243      -2.0511513308 -0.27486449  2.83361501 -1.959011514  1.00288629
## Hlil_244      -0.0889687458  1.14686498  1.14803744 -0.486046785  1.36083520
## Hlil_245       4.4893372476  4.23740904 -1.37049150 -0.319261087 -0.67418533
## Hlil_246      -0.4391671339 -0.93274314  2.23797038  1.226562418  0.41011499
## Hlil_247      -0.7328522866  5.33104999  0.38890176  0.213020744  2.17365662
## Hlil_248      -0.7211588033  0.79673627 -0.12086043 -0.022464870 -0.95133691
## Hlil_NBG_351   1.8969719244 -2.76180392 -1.83314958  2.577929090  2.88335244
## Hlil_NC_167    1.1832467182  0.13129226  0.04178146  0.877772172  0.06943659
## Hlil_NC_170    0.4741855094  0.38975204  0.21220705  0.625596001 -0.42090346
## Hlil_NC_171    1.0394274162 -0.13507412  0.14991654  1.132956307  0.07964946
## Hlil_NC_172    1.2382784497 -0.05158014  0.18643913  1.221139834  0.17311252
## Hlil_NTBG_260  0.6309459203 -2.02818247 -0.39847633 -3.035496437 -3.40090637
## Hlil_W_222     0.2665946807  2.22615086 -2.64506505  1.720406317 -0.95678541
## Hlil_W_223     0.0005649277 -0.22409499  0.43991300 -0.176657715 -0.50026075
## Hlil_WBG_226   0.0085169114 -1.09947584 -0.05299495 -2.086691211 -2.30205016
##                       PC21        PC22        PC23        PC24        PC25
## Hlil_130      -1.273481419  1.84194687 -1.20651079  2.20569662 -0.41281481
## Hlil_132      -0.574619587  0.51729147 -1.58387979  1.03527923  0.48162571
## Hlil_137      -1.201143929  1.59562324 -1.91284122  1.85013491 -1.46751721
## Hlil_143      -2.080132959 -0.16863472  1.17862674  2.97253930  0.03260228
## Hlil_145      -2.859013562 -4.06608836 -1.79292222 -2.27238437 -1.67702441
## Hlil_146       0.098968132  1.42189916 -1.23085573 -1.12735418 -0.33709879
## Hlil_147      -0.792152805 -2.94986101  1.41468023 -0.43069339  1.94512376
## Hlil_148      -1.003259945  0.56329284 -1.61323712 -2.71095216  0.09780525
## Hlil_150      -0.629822617  0.49664252  2.01870749  1.94547033 -1.61410262
## Hlil_152      -3.025160728 -0.85961185 -0.66198261 -0.89079003  0.32938050
## Hlil_153      -0.460283497 -1.16473693  1.14329285  0.87498789 -0.74471561
## Hlil_154      -1.265912296  3.16645673  0.87096918 -2.58091989  0.76819326
## Hlil_155       0.496495184  0.07928444  1.28847212  0.17400594  0.05971699
## Hlil_156      -1.015238348 -0.12327003  0.31504434  0.52658540 -0.62573808
## Hlil_157      -0.708602588  3.32472888  1.27492860 -1.77555431 -0.88486918
## Hlil_158      -0.584340718 -0.38721075  1.03053189  0.47819108 -1.38676507
## Hlil_159       2.225888277  1.10245323  1.56844035 -0.12396829  0.28395037
## Hlil_160      -0.432856817  0.73929941 -0.71085224 -2.30365195  0.21843765
## Hlil_161      -0.509652505 -0.29128415 -0.36577813 -0.46883310  0.11566141
## Hlil_162       1.841924224  0.19455165  1.08214296  0.96736002  0.90821298
## Hlil_163       1.756412884 -0.11840757 -3.25144625  0.37520440  0.03386944
## Hlil_164      -4.418823566 -2.88317049 -3.44485551 -0.86019018  1.86719352
## Hlil_165      -2.255726896  1.19120460 -0.73140509  0.47089894 -0.71221531
## Hlil_166       0.704183149 -1.43832749  0.65897138  1.29129218 -1.51545180
## Hlil_168       0.077570896 -0.40404003  1.03783214  1.08104006  1.43244386
## Hlil_169      -0.253763535  0.00529529  0.59698606  1.32098230  1.30632408
## Hlil_173       0.319300098  0.04090288  0.69814287  0.19545517  0.29015655
## Hlil_174       0.062396026  0.21648468  0.38194156  0.53015798  0.41294873
## Hlil_175       0.460504026  0.83653352 -0.02544920 -0.38924140  0.22772255
## Hlil_176       0.689968133 -0.33716669  1.30767959  0.41571399  0.30323614
## Hlil_177       2.468140098  0.38293780 -1.94305356  0.37710336  1.89731143
## Hlil_178       0.120925886 -0.31495252  0.84172031  0.58945661  0.08222507
## Hlil_179      -1.884677603  1.29572503 -2.30341156 -0.53828246  1.07785135
## Hlil_180       2.324825439 -1.18951975  0.89042789 -2.34128998 -0.68134246
## Hlil_181       1.141895212  0.12924746 -1.13287312 -0.54044872 -2.27375454
## Hlil_182       4.941838500  1.93782203 -1.46366676 -1.84547792 -3.13810822
## Hlil_183       0.214148708 -2.86297363  0.05414964  0.23249366 -1.05230500
## Hlil_184       0.876260861  0.03708149  1.71820974 -1.93268618  0.45932772
## Hlil_185       1.808959338 -2.51106956 -0.57636747 -0.21910451  0.10962461
## Hlil_186       1.799154491 -1.45628677  1.67304204  0.12851474 -0.34320574
## Hlil_188      -0.568859333 -1.47255604  2.01929934  0.54238056 -0.57088599
## Hlil_189      -0.911879843 -0.44188056  1.35305185 -0.84676034 -0.82810946
## Hlil_190       1.972814466 -0.15173040 -0.62444079  2.07174622  2.28148326
## Hlil_191       0.602608260 -1.14692737  2.50872757  2.23737193  0.14680214
## Hlil_193       0.733379592  1.65537999 -0.61658540  1.96549420 -1.44328706
## Hlil_195      -0.211651077  0.64368943  1.53540363  0.18360170  0.73574119
## Hlil_196       2.073244535 -0.56186618 -0.02987992 -0.23084175 -0.45458818
## Hlil_197      -0.257756853  1.02201489  1.22067108  0.16480101 -0.28014974
## Hlil_198      -1.496646121  2.25054383 -1.94827186  1.23709812  1.20859142
## Hlil_199      -2.449320678 -1.62079373  1.84565043 -4.86023182 -2.86595512
## Hlil_200      -1.630007576 -0.94414823  1.28274274 -0.64786050  1.19699366
## Hlil_201      -0.590122233 -0.27385619 -0.57236880  2.61890517 -4.20888643
## Hlil_202       0.161856636  3.45982302  0.77509295  1.85127575 -2.48300234
## Hlil_203       0.395941328 -4.94694444  0.40171881 -0.88524304 -0.34329491
## Hlil_204      -1.237922496  1.17054943  0.65436911  0.21717272  1.74209080
## Hlil_205       0.687791874 -0.98731227 -0.72750009  2.87492155  0.74112733
## Hlil_207       1.363521430 -0.04887019 -1.68242033  0.99012515 -0.90188747
## Hlil_208      -1.136050856  0.86858663  1.19283749 -0.19412866  0.93740184
## Hlil_209       1.615173860 -0.04881030 -3.39650523 -2.33129461  0.65294891
## Hlil_210      -1.091350370 -1.64347397 -1.79363144  1.11572450 -2.73473452
## Hlil_211       0.824332924 -0.65947424 -0.23694414 -0.57780186 -0.45706309
## Hlil_212      -0.242331740 -0.33923197  0.26243256 -0.25970297 -0.40513080
## Hlil_213      -0.090967466  1.71068270  1.66268561 -0.58551818  1.20082568
## Hlil_214       2.159023267 -3.04240579 -2.17326319  0.90118471  0.33977721
## Hlil_215      -1.191083608 -0.51252062 -0.11533244 -0.07380670  1.44256973
## Hlil_216      -0.235796226 -0.81522715 -0.21361908  0.13243807  0.75406311
## Hlil_217      -1.277820475  1.42002940  0.65573015  0.01823952 -0.13663345
## Hlil_219       1.240722635 -2.45554545 -0.78498618  2.38962136  3.62235555
## Hlil_220      -1.071815453  1.51482878  1.05626402  1.07828305 -0.11868505
## Hlil_221       1.186766432 -0.91970372  0.35787862 -2.06081322  0.79387381
## Hlil_224      -2.362482760  1.32974959 -0.11884779  0.40987799  1.54024286
## Hlil_225       1.216769959  1.26099920 -1.17218887 -1.63564779 -0.61546436
## Hlil_226      -0.005794502  0.10543911 -3.39745102  0.06820691 -0.79699185
## Hlil_228      -0.439590946  0.19717930  0.15518376 -1.52371814 -0.68048927
## Hlil_229      -0.430267559 -0.52890775 -1.14533504 -1.43253634 -0.74119052
## Hlil_231       1.476123274  1.47784472 -1.41283604 -0.70201219  4.01487400
## Hlil_232      -0.478959397  0.46513587  0.96315969  0.35855618  0.12059589
## Hlil_233       1.186748451  0.90855870 -1.78239833 -2.43820732 -1.49419157
## Hlil_235      -1.999510209  1.95729402  1.73021764 -0.61859635  0.81510514
## Hlil_239       0.974121846 -0.69481466  1.31878846 -1.00626622 -0.63208016
## Hlil_240      -0.049452579  1.64424879  1.26674500  0.31289501 -0.35893986
## Hlil_241       0.631371487  0.26061698  1.99795789  1.51762311  0.18510784
## Hlil_242       0.497683357  1.60625786 -0.66793850 -1.71854274 -2.29229701
## Hlil_243       1.578563759 -0.32590727  0.09572658 -0.77093244  1.61958844
## Hlil_244      -0.414988502 -0.02133203 -0.26135586  0.54824978  0.76941635
## Hlil_245      -2.937936033 -1.09970924 -2.82683196  2.66337334 -0.36138575
## Hlil_246      -0.907189143 -0.32201950  0.89418982  0.14217341 -0.70489019
## Hlil_247       2.847554676 -1.90122101  2.17641852  0.08804227 -1.27760338
## Hlil_248       0.321205897  0.23991383  0.62709290 -0.19557785  0.31241680
## Hlil_NBG_351  -2.329768841 -0.32355715  1.24495591 -1.04299408 -1.23599543
## Hlil_NC_167    0.530497908 -0.09692560  0.97153081  0.48858706  0.29934889
## Hlil_NC_170    0.562950759  0.35682410  0.67061331  0.79886630  0.21320907
## Hlil_NC_171    0.318312931 -0.02228689  1.29400186  0.74600519  0.38952371
## Hlil_NC_172    0.461159961 -0.15925438  1.17663479  0.62446713  0.45849178
## Hlil_NTBG_260  1.253714886  0.77761215 -2.83972681  1.73498376  0.28887147
## Hlil_W_222     0.410787309  0.62774760  0.54695667 -3.13664013  5.64352951
## Hlil_W_223     0.796395242  0.31177159 -0.27864526 -0.27645034 -0.95227886
## Hlil_WBG_226   0.765090291  1.69579986 -2.18897680  0.27309176  0.03520807
##                      PC26        PC27        PC28        PC29         PC30
## Hlil_130      -1.74076780  0.65653117 -0.71184298 -0.13148505 -2.086411798
## Hlil_132      -2.54976288  0.02422128  1.48656032  2.76377809  1.841937391
## Hlil_137       1.79313777  1.64384435 -0.33757622  0.90218897  3.380328587
## Hlil_143       0.93767446 -0.58423641  0.01120996  0.46387468 -0.204057449
## Hlil_145       3.59270232  0.23558621 -2.36110890 -0.12112274 -3.017462539
## Hlil_146       0.24043470 -1.75177087  0.38820283  0.83784532 -0.151303138
## Hlil_147      -0.26696806  0.89503811 -1.07621081 -0.56918751  1.151048674
## Hlil_148      -1.00091993 -0.45975829 -0.81550022  2.23329906  3.194910337
## Hlil_150      -1.61984482  1.16138094 -2.60828964 -0.70508224 -0.179030519
## Hlil_152      -0.27864754  1.60749610  0.11155013 -3.03656935 -1.623007654
## Hlil_153      -2.22985580  0.68796033 -0.26903821 -2.66578739 -2.533526832
## Hlil_154       1.26155255 -0.61435420  0.37260735 -0.33537539  0.685075131
## Hlil_155      -0.17895229 -1.27551342  1.27593100  0.13332378 -0.002213197
## Hlil_156      -0.99118113 -0.40592958  0.78779307 -0.65537343 -0.989060811
## Hlil_157      -1.45855122 -1.97783290  2.86837161 -0.32102327 -1.030120618
## Hlil_158      -0.13616448  0.37733262  0.64822044 -1.08167231 -2.428019400
## Hlil_159       0.61658926  1.13487479 -0.72775401 -0.70927443  1.830941937
## Hlil_160       1.12094829  0.63895705  1.35045379  0.10440709 -0.025663104
## Hlil_161      -0.64404737 -0.22696609 -1.93345650  2.72259106  2.585812078
## Hlil_162      -1.20081039  1.33334234 -0.04443851 -0.07963413 -0.596110723
## Hlil_163      -2.29124957 -0.63843083 -2.07870748  0.29948535 -1.391862805
## Hlil_164      -0.34292778  3.88671544  1.61673013  0.34164333  0.308380144
## Hlil_165       0.48015132  0.86370068 -2.33431667  1.50729798 -3.444761688
## Hlil_166       1.96068350 -0.87496803  0.13164284 -0.39913250 -0.368426137
## Hlil_168      -0.54569834  0.51020949  0.61794616 -0.11142891 -0.778586571
## Hlil_169       0.07468367 -0.01398138  1.06807240  0.85020312 -0.667733486
## Hlil_173       0.62192143 -0.12289675  0.32827387  0.64741572  0.401561610
## Hlil_174       0.56067506 -0.07473858  0.56399824  0.18005847  0.042592235
## Hlil_175       0.50186013 -0.60593843  0.93099806  0.12850325  0.481648116
## Hlil_176       0.27242980 -0.53288996 -0.25939647 -0.13643827  0.850495209
## Hlil_177       0.04309350  0.58782381  1.16748234 -1.98279004  1.121655563
## Hlil_178       0.50780259 -0.12526952  0.28965221 -0.90851703  0.246549808
## Hlil_179       2.38603905 -0.31585960  1.71143881  1.40075791  0.701574103
## Hlil_180       2.23489609  2.47413260  1.60630499  1.63433860 -1.412407325
## Hlil_181       0.35009779  0.91823952  0.38458476 -0.82492798  0.571721568
## Hlil_182       3.05890366  0.36143469  1.30563460 -0.01782680 -1.319426992
## Hlil_183      -0.56438841 -3.96496806  1.86595628  1.46082377 -1.173775384
## Hlil_184       0.39558342  1.73425574  0.03530001  0.51110227 -0.150283210
## Hlil_185       1.00133657  1.07756375 -0.26825235 -0.86956185 -1.694362968
## Hlil_186      -2.89140316 -0.83438085 -1.11158154 -2.87163841 -0.555773354
## Hlil_188       1.78818328 -3.66319458  1.54656191 -0.06096854  2.463211313
## Hlil_189       0.13269912 -0.09654274  0.16996092 -2.48778453 -0.543539507
## Hlil_190       2.19606001  1.36531921 -0.65575511 -0.38347192 -0.141646616
## Hlil_191       1.95412240 -1.22954564 -0.39730453  2.86591448 -1.903995201
## Hlil_193      -1.83652847  1.53289852 -3.50327097 -3.21489271  2.660823136
## Hlil_195      -0.40964944 -0.60108722  1.23229393 -0.39579115  0.018802502
## Hlil_196       2.31849251  3.41568599 -2.07534672  0.71369380  2.269880443
## Hlil_197      -0.52097214 -0.33831450 -2.71113822  1.61898316 -0.402654685
## Hlil_198      -0.85360921 -0.34429272 -0.42206499 -0.63143442 -1.916311479
## Hlil_199      -2.98056941 -0.84561040 -0.01508415  0.62875299  1.911007909
## Hlil_200       0.19262319  1.41700216  1.39824864  0.71192173 -0.161348434
## Hlil_201       0.23110328  2.70093319  3.36087643  0.07938874  1.268390104
## Hlil_202      -0.90687545 -1.97835876 -0.52094183  3.08615111 -0.275752445
## Hlil_203       0.08276388 -2.08095087 -1.49407907  0.28051796  1.316853134
## Hlil_204      -0.50819207  2.06723427  1.27586432  0.03123763  1.751505911
## Hlil_205       0.06307246 -1.26067593 -0.41210512 -1.78159925  3.096913620
## Hlil_207       1.10293442 -2.20029739 -1.39074211 -1.83530182 -1.595032993
## Hlil_208      -0.16777422 -0.47221745  0.38053835 -0.28707672 -0.533348809
## Hlil_209      -0.95490868 -0.12035678  0.71421683 -1.04401052  1.070813828
## Hlil_210      -0.18291696 -1.42527252 -1.82136623 -0.78676932  0.282081042
## Hlil_211      -0.96821965 -1.05780855  1.64307172 -1.11728567  1.029351970
## Hlil_212      -0.05260242 -0.10351827  0.16834325 -0.73225059  0.029359455
## Hlil_213       0.19565924 -1.70980561  2.13429452 -0.34149957  0.270182168
## Hlil_214      -2.32067937 -1.85740705  0.12961665  3.51470582  1.104209459
## Hlil_215      -0.10888003  0.82541194  0.47220920 -0.34018167  0.483452375
## Hlil_216       2.95925964 -0.57532023 -1.25891535  1.58475077  0.606205370
## Hlil_217      -1.09364826 -0.23948503  1.67969760 -0.03417671 -0.524005165
## Hlil_219      -1.48735236  1.09961867  2.94806491  1.69468721 -1.964907147
## Hlil_220       1.62341443 -0.40397437  0.35850518  0.88197809 -0.724090129
## Hlil_221      -1.63284589  0.22580511  0.66761431  0.15478702 -0.193954205
## Hlil_224       1.79589815  2.35386892 -1.25015349  0.49462591  1.037557591
## Hlil_225      -0.03827733  0.06809406  0.33693458 -2.49520029  1.091483559
## Hlil_226      -0.18449178 -1.80201092 -1.12101074 -0.71122846  0.485877115
## Hlil_228      -2.56188314  1.13271890  0.47558330  0.08277303  0.014161430
## Hlil_229      -2.49207782  1.23270859  1.39856750  1.34444137 -0.681815348
## Hlil_231      -0.24175045 -0.30611052 -1.39167846 -1.08898166 -0.293177105
## Hlil_232      -1.63174473  0.32561567  0.60778549 -0.82491240 -0.162670948
## Hlil_233      -0.57170760  0.46541767  0.74441948  0.60693894 -3.567765906
## Hlil_235       0.69535724 -0.34300893 -1.70149052  0.32157625 -0.340559290
## Hlil_239       0.87399384 -0.63353645  0.34342651 -1.15540361  1.412298480
## Hlil_240      -0.02331603 -0.30454075  0.48588825 -0.47315490  0.195286327
## Hlil_241       0.12808518  2.76610624 -0.37632703  0.60552848 -1.025573636
## Hlil_242       1.78998910  0.59234045 -2.79485643  0.34259363 -0.894950415
## Hlil_243       2.71155263  0.20442042  2.53340068 -2.94659550  0.116827023
## Hlil_244      -1.26963709  0.29634764 -1.55520656  0.18763179  0.136022461
## Hlil_245       1.67671871 -2.90700450  1.23483712 -2.53453785  0.247925404
## Hlil_246       2.17918435 -0.18750290 -0.23662678  2.88623054 -0.057441383
## Hlil_247      -2.49172677  2.78636412 -1.07692322  2.09757383 -0.047331679
## Hlil_248      -0.73294653  0.27976861 -1.20179331  0.57077034 -0.060677973
## Hlil_NBG_351  -0.52833099  0.08734662 -1.09681351 -1.71815649  1.178596099
## Hlil_NC_167    0.50214052 -0.31016420 -0.29505353 -0.41777286  0.224371875
## Hlil_NC_170   -0.23657959 -0.37972365  0.43357898 -0.38309445 -0.031346585
## Hlil_NC_171    0.54986078 -0.53366902 -0.18908741 -0.46529801  0.239977710
## Hlil_NC_172    0.51899514 -0.32698671 -0.15837824  0.04808362  0.370902982
## Hlil_NTBG_260 -0.93469548 -0.39368677  0.49876518  1.25293072 -0.661315536
## Hlil_W_222     0.06896124 -3.13494563 -4.08707098  0.18897165 -1.213196464
## Hlil_W_223     0.65410885 -0.08974464  0.07586934  0.05633889  0.701653459
## Hlil_WBG_226  -1.14090020 -0.39431202 -0.22589613  1.16526330 -0.740420961
##                       PC31        PC32         PC33        PC34        PC35
## Hlil_130      -2.527290846 -0.29116587  2.281488231  5.31911266  0.53044133
## Hlil_132       2.082765401 -0.17248789  0.093303642 -2.99863614 -2.00517441
## Hlil_137      -0.162456704 -2.19073856  1.951307976 -1.61818662  1.71370518
## Hlil_143      -2.673167402 -0.60944840 -0.804721389 -1.47981458  0.64578293
## Hlil_145       1.014069228  1.35534823  0.305536773  0.05922026 -1.34385650
## Hlil_146      -0.581509527  0.50146323 -2.156215642 -0.93935480 -0.66687356
## Hlil_147      -1.356335144  1.28322757 -1.903185419  3.23410202  0.36657899
## Hlil_148      -1.285233092  2.94972868  1.959310683 -2.47675449 -0.37919448
## Hlil_150       0.137036597 -1.92529017  1.070310321 -1.81765962  0.15170776
## Hlil_152      -0.097940983 -1.59383583 -2.102749479 -1.91100062  0.41211168
## Hlil_153       1.481975642  0.58020317  0.563225179 -0.52933476  2.18016491
## Hlil_154       1.033213639 -1.52968599 -2.637677279  0.24547541 -2.07632391
## Hlil_155      -0.701991189  0.26542215 -1.462881309 -0.18558929  0.03964268
## Hlil_156      -1.365232410 -0.64285123 -0.326953589  0.75662179  0.79040383
## Hlil_157       0.044576621  0.89785745  1.118569014  1.92369995  0.02687681
## Hlil_158      -0.365512050  0.81003485 -0.484958950 -0.97611689  1.87909154
## Hlil_159      -2.157397476 -0.24195388  1.396672201  1.61472798  0.92699280
## Hlil_160       0.928479760 -0.26631742 -1.160717486  0.15051744  0.86137442
## Hlil_161       0.858971854  0.45572832 -0.132741939  1.96803461  1.41309369
## Hlil_162      -0.409028783  0.55531409 -0.783812376 -0.04513270 -0.50621263
## Hlil_163       0.748041013  0.63556211 -0.509208610 -0.62763539  0.50713063
## Hlil_164      -1.587085419 -0.64133202  0.918529564  0.68982436 -0.01610721
## Hlil_165       0.214978727  2.37155790  1.676132323 -1.31931843 -1.84053134
## Hlil_166      -0.458020743 -2.12615899  0.214320211 -0.29600012  0.42419100
## Hlil_168      -0.652351757  1.78169033  1.294707836 -0.01306018 -1.39208161
## Hlil_169      -0.628496012  1.11178505  0.334194333 -0.63386176 -1.26242661
## Hlil_173       0.854049947 -0.19775323  0.737782905  0.41597800 -0.35396131
## Hlil_174       0.516145943 -0.29017868  1.031457649  0.16885332 -0.28320184
## Hlil_175       0.294496646 -0.24930116  0.336496579  0.52410322  0.44942243
## Hlil_176      -0.005117584 -0.63640047  0.248591853  0.10926987 -0.26028608
## Hlil_177       0.956692316  0.27792422 -0.358534730 -0.88059543  0.24205061
## Hlil_178      -0.251893804 -0.42591169  0.121231429  0.13034575 -0.24718035
## Hlil_179       1.274999464  0.89156807 -3.577318394  1.38230948  2.96882992
## Hlil_180       1.052555109  2.06618989  0.870340553  0.95528155  0.31394027
## Hlil_181      -0.156444809  0.40660862 -0.067909516  0.05432036  1.01366663
## Hlil_182      -1.890390879  1.44495122  0.454353842 -1.45937551  0.72208018
## Hlil_183       1.079074589 -3.13983712  1.644725940 -2.28914867  1.41455267
## Hlil_184       0.689058068  0.70927077  0.172696061 -0.17991754  1.15278965
## Hlil_185      -1.772397190 -0.71937261  1.562363019  0.38941743 -0.74189980
## Hlil_186      -0.696758823  1.35133055 -0.814055382 -1.16366816 -0.55338736
## Hlil_188      -0.287302796  0.60034481  0.303874369 -0.83955970  1.97009422
## Hlil_189      -0.269002106 -1.31862080 -1.283244487  1.70536248 -0.43497772
## Hlil_190      -0.218857285 -2.31763244 -2.385942537  2.35668133 -2.70787727
## Hlil_191      -0.503637898  1.91355316 -0.899801543  0.66227128 -0.44359574
## Hlil_193       0.106605467  1.94661887  1.497507226 -1.36419827  0.08684975
## Hlil_195       0.201348410  0.59354864  0.155127385  0.34400870  0.00143113
## Hlil_196      -1.177211078 -0.08646115  2.661236762 -0.42386338  1.50057787
## Hlil_197       0.090368407  1.93656654 -0.215500181  2.20924415 -0.49193482
## Hlil_198      -0.324769837 -0.05756028 -0.004152880 -2.23906007  1.06210057
## Hlil_199      -1.462887679 -1.38838231  1.388239783 -0.05240250 -1.19701113
## Hlil_200       2.613041219 -1.77674056  0.003574506 -1.79740184 -2.44080346
## Hlil_201      -1.601494193  0.96485322 -1.375994368  0.45128979 -1.86595651
## Hlil_202       0.759036964 -1.50738841  1.446910251  0.88657755 -2.58888789
## Hlil_203      -1.848092399  0.19417816  0.259985726  0.27645737 -0.64792844
## Hlil_204       2.528877438  0.30389084  1.306877971  0.25607957  0.47029057
## Hlil_205       2.422350428 -0.61970906 -0.540399032  1.84004749 -2.28965850
## Hlil_207       0.753897755  1.70826238  0.188824883 -3.10014507 -0.68191504
## Hlil_208       0.854124680 -1.14556268 -0.745514176  0.43359021 -1.44198646
## Hlil_209      -1.582256477  0.87066669 -0.373461759 -0.50801275 -1.02849645
## Hlil_210       1.924908173 -1.91232627  0.104761240  1.42857008  0.76393362
## Hlil_211      -1.617059341 -0.44372341  0.082435179  0.14322975  0.97880902
## Hlil_212       1.153937518 -0.42197269  0.012115141  0.39002543  0.02762582
## Hlil_213      -2.251071430  2.26395981 -0.362637283  0.16790035 -1.11980695
## Hlil_214       0.057278860 -0.47226954 -0.083217081  0.88788138 -1.31069573
## Hlil_215       1.168289431  1.50833010 -0.308039856 -0.80503787 -1.49616697
## Hlil_216      -0.458709896 -0.40714830 -0.260055811 -0.76827734 -1.20071498
## Hlil_217      -0.601505376 -0.16602956  0.657692676 -0.80769975  0.97881403
## Hlil_219      -0.176901094 -0.92932261  2.142727133 -0.10116063  2.60685049
## Hlil_220      -0.447564989  1.01096865 -0.835783505 -1.73543518  1.69977892
## Hlil_221      -0.754482845  1.81140323  0.313069393  0.47809190 -0.25618601
## Hlil_224      -1.358730472 -1.52169817 -0.671624234 -1.99809489  0.18521930
## Hlil_225       0.656962610 -3.10809403  0.778275043  1.03994690  0.21786526
## Hlil_226      -1.775406262  1.13747276 -4.147632934  0.52847083  0.91845138
## Hlil_228       2.094883189  1.91452410  0.405153101 -0.07351174  1.87787578
## Hlil_229       0.857719256 -0.08381638  0.341904453  0.95432556  0.95575608
## Hlil_231      -3.548151844 -0.84814973  1.064795748 -0.80847839 -1.27690823
## Hlil_232       0.821509705  1.21872676 -0.953732572  1.25732254  0.89347349
## Hlil_233      -1.001848620 -4.13129288  1.064264425  0.48652578 -2.86318477
## Hlil_235      -3.376095188 -2.08352038 -0.902996777 -0.35091954  2.93647114
## Hlil_239       1.667683019 -0.26799532 -0.297208414 -0.32624480  1.72146852
## Hlil_240       0.171304863 -0.37527274  1.380916209  0.87450422  0.40870894
## Hlil_241       2.423009323  1.37179932 -0.310371079 -0.70276182 -0.79620576
## Hlil_242       3.530325073 -0.25679601 -0.058271325  2.15145594  1.00704268
## Hlil_243       1.852334110  0.15221954  1.566506619 -0.04956883 -1.49816402
## Hlil_244       0.694356246  0.40815666  0.614608398  2.06982607  0.39335404
## Hlil_245       1.368893004  2.30823869  1.593346935  1.21730838  0.83237282
## Hlil_246      -1.275064433  0.47931433  0.674284221  0.56888828  0.39955945
## Hlil_247       0.249304650 -1.85854115 -5.053180086 -1.81054455  2.02365337
## Hlil_248       1.416908856  0.68725560 -1.863369540 -0.37985155 -1.95583560
## Hlil_NBG_351  -1.371387629  1.07613890 -0.966581383 -0.78538250 -3.30736908
## Hlil_NC_167   -0.032659788 -0.58380762  0.476707849 -0.32936187 -0.42957087
## Hlil_NC_170   -0.015242023 -0.30705363 -0.058784873  0.01794200 -0.29852366
## Hlil_NC_171    0.241150793 -0.53915296  0.573803376 -0.49478964 -0.51710057
## Hlil_NC_172    0.096415581 -0.23964548  0.391479340 -0.26517873 -0.44501564
## Hlil_NTBG_260  0.033118709 -0.56711848 -1.479421212  0.16601505  0.08963886
## Hlil_W_222     1.775047453 -1.00375787  1.340682883 -0.41266829  2.02703205
## Hlil_W_223     1.555576404 -0.59684190  0.049954424  0.42319571  0.31759431
## Hlil_WBG_226  -0.282302557  0.14966786 -1.478730350  0.40552168  0.46186128
##                       PC36        PC37         PC38        PC39         PC40
## Hlil_130      -0.930832333 -2.39737708  2.220387864  0.05208735 -0.741360093
## Hlil_132      -1.048444310  0.22609731 -1.108134153 -0.94117468  2.684306746
## Hlil_137       2.042285722 -1.72972176  1.595709251 -0.79884070 -0.603155257
## Hlil_143      -0.915281297  1.14202458  0.889367414  0.34012722 -2.397888202
## Hlil_145       1.315396524 -1.36959589  1.006843617  0.59213250 -1.377142088
## Hlil_146      -0.106971132  1.09132794  0.372076163 -0.67144417 -1.426858635
## Hlil_147       3.074404513 -0.35394755  0.856282997 -1.77127445  0.896371074
## Hlil_148       2.577577874  0.37214190 -1.923802020 -4.14680667  0.919017059
## Hlil_150      -0.269107598  1.43021075  2.511077187 -0.18636542 -0.253776601
## Hlil_152      -0.565427266  0.69891616 -0.744516523  0.05302640  0.410884605
## Hlil_153       0.322477931  2.34924939 -0.350935639 -0.06325916  0.235129378
## Hlil_154      -0.176376404  1.98678988  4.004781967 -2.04742834  1.727561953
## Hlil_155      -0.559689063 -0.56680918 -1.090221240 -0.30174965 -0.302033030
## Hlil_156       0.863774708  1.77930224 -1.075149881 -0.31725070  0.316615285
## Hlil_157       1.047145780  0.36012289 -0.443971353 -0.74169987  1.946172989
## Hlil_158       0.495361475  2.50996971 -1.339136178 -1.29413735  0.369848088
## Hlil_159      -3.556097936 -0.97054358 -1.212064430 -0.78454327 -2.462415302
## Hlil_160       0.211362652 -0.42868393 -1.128184882 -0.49008090  0.384567382
## Hlil_161       0.287060857  1.85612040 -0.145187590  1.13556140 -0.697664878
## Hlil_162       2.264803272  2.20362079  0.128620540  4.00946848  1.153650879
## Hlil_163      -1.285370654 -0.06243887 -0.103357418 -1.96952239  1.055838673
## Hlil_164      -1.030762017 -0.06081027  2.191640563 -1.20372503  0.924785964
## Hlil_165      -0.004813367 -0.74459259 -2.026959903  1.59233352  0.147093039
## Hlil_166       0.784961798 -0.09066924 -0.999936191 -0.41417833  1.720584128
## Hlil_168      -0.547234656  0.27963571  1.543360262 -0.55367410  1.325313019
## Hlil_169      -0.978206304  0.72800452  0.540173694 -1.09774059  1.316474891
## Hlil_173      -0.333848448 -0.86402827 -0.020539996  1.09652302  0.683719569
## Hlil_174      -0.405834665 -0.75154001 -0.191558993  0.87122919  0.578093220
## Hlil_175      -1.556181588 -0.50023832 -0.010189778  0.21141212  0.524446532
## Hlil_176      -0.703866305 -0.43052356  0.011872605  0.75249638  0.534025831
## Hlil_177      -2.178788532 -2.95922787  1.374185860 -0.34063675 -2.217870591
## Hlil_178      -0.435108842 -0.09126424  0.078835363  0.38184126  0.444547957
## Hlil_179       0.133307797 -0.45742618  0.575751081  1.33644856  0.214241995
## Hlil_180      -1.738763362  1.92431693  0.487953012 -1.32308291 -2.307265148
## Hlil_181      -0.847253588 -1.47363652 -3.433090565  0.94685288  0.491154186
## Hlil_182       1.665551891 -0.24198258  1.258263324 -0.14968245  0.318437790
## Hlil_183       0.087865536 -1.43416722 -0.458731071 -1.59665153 -2.832259340
## Hlil_184      -0.787826317  0.29115575  0.423438651 -0.68696575 -0.156286612
## Hlil_185       1.616381865  0.44073372 -2.471702045  0.93040582  0.323140210
## Hlil_186      -1.836731858 -1.24861638  1.503356935  0.67873917 -0.207611155
## Hlil_188      -0.488806739  1.06407022  2.205986947  2.27537818  0.721593790
## Hlil_189       0.510111780 -1.56516622 -0.322814592 -1.30276823  3.098805920
## Hlil_190       0.240592468 -0.29692046 -1.454812949 -1.04211836 -0.924949822
## Hlil_191      -1.479230318 -0.70843324 -0.069077973 -2.98415272  1.372552151
## Hlil_193       2.457239747 -0.07198128  0.054849515 -0.46696733 -0.913879183
## Hlil_195       0.332201759 -0.94002833 -0.806871815 -1.37770789 -0.821091351
## Hlil_196      -0.603275866  0.35123460  0.691602926  1.02928994  3.724564421
## Hlil_197      -2.234773526 -2.65069211 -2.410562684 -1.37964177  0.479037683
## Hlil_198      -0.839869168 -1.62414696  0.603440469  2.29401495  0.931431759
## Hlil_199      -0.454211335 -0.97200022  1.417054447  0.57341775 -1.683307512
## Hlil_200      -2.911570531 -0.77730533 -1.181353589  1.13481278 -1.114631545
## Hlil_201      -0.870399468  0.91578605 -0.142177025 -0.39754032 -0.642113646
## Hlil_202      -0.311047051 -0.03259470  0.368959998  0.12619663  0.345319231
## Hlil_203      -0.112783899 -0.06675976 -0.004807892  0.45637918  0.385030094
## Hlil_204      -1.254963647  1.21596585 -1.073415163  1.67958886 -0.634356918
## Hlil_205       3.063110761  0.61682477 -0.622941954 -0.96107598 -1.273571826
## Hlil_207       0.397255343 -0.52531827  1.266522226 -0.96217068 -0.366258716
## Hlil_208       2.692946605 -0.54042180 -0.710714218 -0.50843969 -0.909042685
## Hlil_209      -1.523522981 -1.51108116 -0.539040833  1.81758833 -0.221086356
## Hlil_210      -1.677541762  1.10517140 -0.528510595 -0.54038572  0.909358749
## Hlil_211       0.686259347 -0.94871805 -1.735022895 -1.28153883  2.163190258
## Hlil_212      -1.018876834 -0.40550836 -1.371979302  0.74184477 -0.995626619
## Hlil_213       2.539880421  0.45711160 -1.733784650  3.63475311 -1.936974264
## Hlil_214       1.290105922  0.29533939  1.559020724  1.69384264 -0.301535482
## Hlil_215      -0.223740401  0.03827415 -1.643889024  1.51008513  1.252399904
## Hlil_216       0.580279065 -0.16032966 -0.687543820  0.71570537 -0.017960565
## Hlil_217       1.468492318 -0.35054820  0.167236082  0.77090755 -0.171208084
## Hlil_219       1.849706855  0.26561990 -0.348392743 -1.40830741 -2.339151551
## Hlil_220       1.071851579 -1.27727020  2.657290055 -0.87877562 -1.177508325
## Hlil_221       0.314111763 -0.67804944  0.372291223 -0.20776886 -1.133909739
## Hlil_224       1.198817879 -1.23946627 -1.158171958 -0.88722108 -1.815092509
## Hlil_225       1.489166977  0.91989746 -1.493122239  0.54580301 -0.834023820
## Hlil_226      -1.398878391 -0.42329129  0.982346181  1.24759826 -1.250443281
## Hlil_228       0.162971732 -0.71349441  0.153989307  0.02284298 -0.354213757
## Hlil_229      -0.449450174  1.02619266  0.618612007  1.21694479  0.788853656
## Hlil_231      -2.392332691  5.67445851  0.845181787 -1.22786815 -0.934518317
## Hlil_232       1.605734222 -1.93892945  1.933889593 -0.71525735 -1.135730731
## Hlil_233       1.604364357  0.11029384  0.438396465  0.07800298  0.103198530
## Hlil_235      -0.252832636 -0.97121350 -2.952496423 -0.21176053  0.844055148
## Hlil_239      -1.097547912  2.31850762 -1.085494197 -0.99739499 -1.614754410
## Hlil_240      -0.546984166 -0.14414418  1.264018342 -1.44269553 -0.197683127
## Hlil_241       2.060882309 -0.80583592  0.330213180  1.02750045 -1.109184725
## Hlil_242       0.013232778  2.11923447  0.552074569  0.31319179 -1.538245368
## Hlil_243       0.678232034 -1.47449261  2.372622388 -0.54390151  2.292544360
## Hlil_244       0.341544628  0.39308235  0.534667428  0.63229586 -0.009053744
## Hlil_245      -0.987231351  2.02403409 -1.055397575 -0.47987110  1.322148266
## Hlil_246       0.251453215  1.92213466  0.435610778  2.05618962  0.285375593
## Hlil_247       0.439894776 -0.53734952  0.791656794  0.17369307  2.029310501
## Hlil_248      -0.173373790  0.75532801 -1.343886995 -2.30516255 -1.208011211
## Hlil_NBG_351  -0.164131953  0.35642390  0.585173449  0.72608304 -0.991674611
## Hlil_NC_167   -0.743816900 -0.72772442  0.249965544  0.79996389  0.524445472
## Hlil_NC_170   -0.659056874 -0.26933875  0.001608694  0.64425622  0.107650728
## Hlil_NC_171   -0.829244857 -0.46309283 -0.151375818  1.01049572  1.052935548
## Hlil_NC_172   -0.482331810 -0.46656946  0.412894023  0.68552098  0.676249599
## Hlil_NTBG_260  0.288586424 -0.14082896  0.113967262  0.98509622  1.165242326
## Hlil_W_222     0.769380441 -0.80302127  0.544291957  0.81092972  0.834459898
## Hlil_W_223    -0.758398092 -0.31441024 -0.485533031  0.46396148 -0.120942418
## Hlil_WBG_226   0.550915266  1.14959186 -0.708850911 -0.47245314 -0.380452870
##                       PC41        PC42        PC43        PC44         PC45
## Hlil_130      -0.006242305  0.94925939  0.17396611 -0.86741599 -0.335014473
## Hlil_132       0.760757022  1.58245452 -0.15379919  1.63390597  2.385986218
## Hlil_137      -1.348388159  1.12548083  1.11475648  0.36012275  1.039602339
## Hlil_143      -1.769996017 -0.02217046  0.70650143  1.14565118  0.911327289
## Hlil_145       0.722017349 -0.40844489  0.24449457 -3.76410586  1.656350655
## Hlil_146       0.597272206  0.50786617 -1.95777611  1.17503090 -3.049072083
## Hlil_147      -1.255921253  3.10524647  0.87597831 -0.24946024 -1.337927537
## Hlil_148      -0.848013983 -1.34969042  0.49930133  0.84838057 -0.415084791
## Hlil_150       2.613088680 -1.62673062 -0.81905026  0.36248497  1.856165810
## Hlil_152       0.065077256 -0.58344162  2.80120603  1.32124497  1.471337758
## Hlil_153       1.556244691 -0.13817247  1.05687443  0.10993919  0.227477091
## Hlil_154      -1.098343826 -1.52572317  0.10501014 -0.83083202 -0.708032498
## Hlil_155       0.760941450 -0.06365099 -0.82286214  0.37687571 -1.559876923
## Hlil_156       1.042611527 -0.11300662 -0.43117100  1.13347903 -0.503930440
## Hlil_157      -0.794777269  0.96150154  2.31837973 -1.50324621  0.516745321
## Hlil_158       0.299673257  0.39085584 -1.08178948  0.10879443 -0.708130616
## Hlil_159       1.541537873  0.04560299 -0.46573899 -0.19501560 -1.476364526
## Hlil_160       1.478226551 -0.58011140  0.96343060  0.69715741 -0.734708113
## Hlil_161       1.298932480  3.26185125  0.13891445  0.91113918  1.645110992
## Hlil_162      -1.955487186  0.26554690  1.31781405  1.39145769  0.579394255
## Hlil_163       0.605516799 -0.28925019  0.17136900  1.06176260 -0.330874410
## Hlil_164      -1.383947252 -1.03397644 -3.09772828 -0.96011387 -2.283372997
## Hlil_165      -1.361377392 -1.33307503  0.24273178  1.01667271 -1.328421966
## Hlil_166       1.751776671  2.13901762 -0.82113471  0.82479077 -2.566509860
## Hlil_168      -0.168610311 -1.00768380  0.17071276 -0.64524839  2.148155309
## Hlil_169       0.271676182 -0.15437729  0.35184671  0.42010907  1.072838903
## Hlil_173      -0.584031842 -0.70022666  0.15446202  0.13465832  0.734059858
## Hlil_174      -0.353805918 -0.81980661  0.27745238  0.15251838  1.208237113
## Hlil_175      -0.263065135  0.03371803 -0.06938712 -0.23610397  0.350069715
## Hlil_176      -0.941442008 -0.32489190 -0.34780155 -1.43547108  0.455056344
## Hlil_177       1.938809338  1.71484684  1.44853303 -0.07075499  0.025797796
## Hlil_178      -0.876144040 -0.55615528  0.24354463 -0.51320500  0.571011818
## Hlil_179       2.331339652  0.14331141 -1.95829515 -2.21767792  2.029828687
## Hlil_180       0.754685207 -1.52759559  0.69886978 -0.04576711 -1.115321637
## Hlil_181      -0.113045279 -0.57421321 -0.98909999  0.57106351 -0.368943989
## Hlil_182      -0.014380781 -0.27247695 -4.14639373  2.33349989  1.353569234
## Hlil_183      -0.140368054 -1.61133477  0.18786606 -2.25244946  0.965953144
## Hlil_184      -0.266979661  0.16029816 -0.51624671 -0.29537363  0.903746754
## Hlil_185       0.309936562 -1.73743248  1.02735715 -0.96079512 -0.479846975
## Hlil_186      -0.815250552  0.20986523 -1.23933082  1.61638217 -0.654579804
## Hlil_188       2.218708418 -0.13304289  2.99999058  0.49301466 -2.967845689
## Hlil_189       0.188861480  0.27461843 -1.16309959  1.06679890  0.976771862
## Hlil_190       1.381126779  1.06088185 -0.26392838  1.10846192  2.332434100
## Hlil_191      -0.537392565  0.56040771 -0.36450913 -1.08265586  0.975614881
## Hlil_193       0.485457306  0.16739874  0.07103478 -1.41268586  0.367097316
## Hlil_195       0.057223953  0.25040024 -0.38473568 -0.06939907 -0.104058256
## Hlil_196       0.751362088  1.08611437  0.17069939 -1.42264970 -0.931307094
## Hlil_197       1.067870688 -1.96056873  1.81407708  1.63538810  0.626120699
## Hlil_198      -0.488415647  1.70746367 -0.83628405 -0.06084073 -2.725486519
## Hlil_199       1.329717570  1.79132932 -0.41330795  1.38950869  1.989901167
## Hlil_200      -1.807801035  1.23874184 -1.95296662  0.50016505 -0.545333093
## Hlil_201      -0.355844381 -0.12993792  1.25894603 -0.26095261  0.513109660
## Hlil_202      -0.749132092 -0.71223211  0.30865820 -1.26635990 -1.294251046
## Hlil_203      -0.204209339  0.55130383 -0.96452181  1.39217679  0.083000372
## Hlil_204      -0.080464336 -0.61440116 -0.23308786 -0.68176257 -0.704899525
## Hlil_205      -1.644368718 -2.72216518 -2.03523414  0.61531387 -0.805317415
## Hlil_207      -1.898764386  3.28745406 -0.05800949 -1.86057669  0.342636080
## Hlil_208       0.375908957 -0.45121420  0.04185457  1.09167454 -0.625283679
## Hlil_209      -0.474557874  0.76693506  2.55116293 -0.21311457  0.458748951
## Hlil_210       0.854867346 -0.44874614 -2.52788683  1.90518185  0.663503071
## Hlil_211       0.276470341 -2.24688271 -0.89118819 -2.32108429 -1.045606775
## Hlil_212      -0.078895199  0.09775092  0.52465706 -0.49636821 -2.316915708
## Hlil_213       1.373032474 -0.11187334 -1.70329028 -0.90244119  2.159580593
## Hlil_214       1.358133797 -1.20820640  1.37220938 -0.42543468 -2.344711126
## Hlil_215       3.143851142  0.15783024  0.06564751  0.24490443  0.206194322
## Hlil_216      -0.558464302 -1.91955148  1.63785483 -0.38158715 -0.253718742
## Hlil_217       1.640408157 -1.08185833 -0.35639242 -0.62684987 -1.506871776
## Hlil_219      -1.099446933  0.21320501  0.55344284  2.28255967  1.133947248
## Hlil_220       0.566147505 -0.34045884  1.53419038  1.09933733 -0.258586879
## Hlil_221      -0.317485165  0.22317391  0.52033832  0.65959810  1.639236974
## Hlil_224       1.990570260 -0.88118098  0.67495054  0.96314763 -0.526162116
## Hlil_225      -1.885660805  0.37505017  0.06500030 -1.64973576  0.541854970
## Hlil_226      -3.271711239 -2.10372357  0.70236813  1.86670340 -0.012077258
## Hlil_228      -1.367065417 -0.34950649  0.12391161 -1.30406819  0.041667899
## Hlil_229      -2.334212315 -0.51876170 -1.11793198  0.78366205  0.138888866
## Hlil_231       0.981404257 -0.74114447 -0.10414150 -1.65877392 -0.003461993
## Hlil_232       0.406471377 -0.57739652 -0.56924472  0.49622951 -0.049067317
## Hlil_233       1.340034341  2.64834569  1.78276764  0.47804322 -0.783355264
## Hlil_235      -2.533597085  0.58002206  0.74216673  0.07637574  0.230203474
## Hlil_239      -3.044942883  1.44972629  0.05423129 -1.54733643  0.592216226
## Hlil_240       1.025303616 -0.02430440 -1.28701244  0.22194764  0.545975679
## Hlil_241       0.412843835  1.39059365 -2.01290230 -0.37163640 -2.085163630
## Hlil_242      -0.290607446 -1.34455211  2.27635762  2.02115568  0.246775834
## Hlil_243      -0.626065374 -0.75901657  1.82068406  2.98702753 -0.472374179
## Hlil_244      -0.546928902 -1.07185092  0.27096718 -0.07795633 -0.816774597
## Hlil_245       1.293852998  1.67140359  0.93246491  0.20104300  0.432818447
## Hlil_246      -1.718533455  2.24971395 -1.24977466  1.71004622  0.190510412
## Hlil_247       0.584013498 -1.09072746  1.21753683 -1.95747602 -0.008074160
## Hlil_248      -0.873583308  4.15877387  1.03524796 -1.62369241 -1.876607979
## Hlil_NBG_351   1.308823925 -0.62217156 -0.87030314 -0.79089444  0.061984591
## Hlil_NC_167   -1.001540087 -0.33816200 -0.16595712 -1.11631860  0.636474993
## Hlil_NC_170   -1.065517112 -0.23347020 -0.74284602 -0.40940820 -0.429578346
## Hlil_NC_171   -0.957985537 -0.65800289 -0.10544336 -0.91100673  0.796824145
## Hlil_NC_172   -0.922422122 -0.48525099  0.14351837 -0.93113793  0.657044269
## Hlil_NTBG_260  0.888747364  0.02299452 -0.47487431 -2.13858149  1.909753577
## Hlil_W_222     0.527600407 -0.17414614 -1.77498534  0.60680463  0.301812759
## Hlil_W_223    -0.392836025 -0.03730391 -0.32225443  0.66111298 -0.513323489
## Hlil_WBG_226   0.959134677 -0.13290499 -0.69459106 -1.24868226  0.061701451
##                      PC46         PC47        PC48        PC49          PC50
## Hlil_130       0.48645326  0.820693627 -0.29964315 -1.05565082  1.4588448028
## Hlil_132       0.19081628 -0.427218743  0.02856998 -0.78535010 -1.4826171014
## Hlil_137      -1.46117100 -0.305563207 -0.90704324  0.46094063  1.5238937407
## Hlil_143       1.34398125 -1.214363556 -0.02136473  1.57364831  0.7405787535
## Hlil_145      -1.43048219  0.924987269 -0.37160897  0.20061519 -0.7930905898
## Hlil_146       1.76136438  0.822157311  2.34319991  0.66078839 -0.1916395032
## Hlil_147       0.10840981  0.279089330 -1.22352661  1.03630037  0.6723005799
## Hlil_148      -0.83377455  0.465222697  1.55797533  1.53409249  1.0016802063
## Hlil_150      -1.49447620  1.887939902 -0.05419345 -2.73252806 -1.1623882154
## Hlil_152      -2.11876151 -1.171829034 -2.28357644 -0.45328075  1.5971924922
## Hlil_153       1.87564793  0.521236327 -0.14520138  0.05280968 -1.5979708874
## Hlil_154      -0.77409972 -1.296433271  2.34951218 -0.62458245  2.9412768767
## Hlil_155       0.96061638 -0.420091321 -1.15305481  0.25496522  1.8529784246
## Hlil_156       0.77975824  0.222897076  0.25469774  0.75105251  0.8670073403
## Hlil_157      -0.95904768  1.553554833 -2.52932427 -0.01438095  0.8523163680
## Hlil_158       0.04635105 -0.032699570 -0.24139518  0.59948748 -0.0008747277
## Hlil_159      -0.09135613 -0.810473734 -0.44326499  0.35176874 -0.5087095307
## Hlil_160       0.66549779 -0.867442515 -0.94031402  0.09258579  1.5355063808
## Hlil_161       1.27971987  0.117373199  0.33686640  0.87045412  0.6658926768
## Hlil_162       1.27638668  1.228627224 -1.40631976  0.26971902  0.4958244470
## Hlil_163      -1.76242110 -1.526829544  0.78745543 -0.43680635 -1.6775780255
## Hlil_164       0.88296740 -0.546227795 -0.20318123 -0.07756601 -0.4299518108
## Hlil_165       1.26886610  0.426263210  0.54822744 -0.98901090  0.7616310062
## Hlil_166      -2.38273507  1.406250404 -1.50555460  0.26146542  1.7759250263
## Hlil_168      -0.32420722 -1.167969320 -0.76314801 -2.11036287  0.7980105452
## Hlil_169      -0.39910466 -1.304951223 -0.39782336 -0.65412194  1.3994901896
## Hlil_173      -0.55406519 -0.056298285  0.45009267  0.76739836 -1.1604286414
## Hlil_174      -0.53555311 -0.067808345  0.45510092  1.37882562 -0.5328050278
## Hlil_175       0.16701147 -0.643413451  0.21693294  0.73325652 -0.2244120033
## Hlil_176       0.03163060 -0.099902972  0.76774337  0.22057834 -0.4701313932
## Hlil_177       0.73417624 -0.277025023  0.54746017  0.09865185  0.7513861449
## Hlil_178       0.45407341 -0.397089434  0.11711668  0.17120242  0.0604503241
## Hlil_179       0.87691530  0.110208601 -0.37325763  0.27574006  0.1235357542
## Hlil_180      -0.29773911 -0.481902852  1.39098962  1.49161962 -0.4462666795
## Hlil_181      -0.09219864 -0.529818415 -1.79931689  0.36839759 -0.2975920260
## Hlil_182      -0.01548136  2.300391113 -1.03799576 -2.84633553  1.2190175328
## Hlil_183       2.85989164  1.562994938 -0.87848710 -0.50955118  3.0543621306
## Hlil_184       0.71938857  0.240773432 -0.39239940 -0.83962534  0.1607601951
## Hlil_185       1.71348133 -0.138506137  1.41837260 -0.76177739  0.7282955067
## Hlil_186      -0.53176100 -0.997450761  1.16403966  1.69804250  1.5751987422
## Hlil_188      -0.86586759  2.652188701  2.50951225 -0.70975544 -1.1765854347
## Hlil_189       1.43037060  0.352663147  1.02156647  2.20961191 -2.7641620907
## Hlil_190       0.59157619  2.959362942  0.54551147  0.33636333 -0.1448476440
## Hlil_191       0.10239810  0.549167301 -0.78440807  0.43584346 -1.0296345912
## Hlil_193       0.01018205 -0.460678865 -0.91191792  2.02493937  0.8514594291
## Hlil_195      -0.07679630  0.709753743  0.83240269 -1.44226760 -0.6178760219
## Hlil_196       1.67532333  0.052023339  1.06746763  0.78802972  0.9541755034
## Hlil_197      -0.49905966  0.580973326  0.05750732 -0.69524360  1.7062876367
## Hlil_198       0.10548189  0.972025856  0.35440038 -0.75796535  0.0594968275
## Hlil_199       0.68298948  1.960421027 -0.96879879  1.36704296 -0.2697423818
## Hlil_200      -2.33750398  0.772871663 -0.47417456  1.67034188 -0.1902281915
## Hlil_201      -0.28005628  0.380937501  1.12907966 -0.34925306 -0.2981241090
## Hlil_202       1.20890601 -0.713934037 -0.31438257  2.47306254 -0.1891716594
## Hlil_203      -3.48870919 -1.436612472  1.32851673 -2.20386085 -0.0058017686
## Hlil_204      -1.38891597  3.531625810 -0.92181701 -1.53931526  1.6899180408
## Hlil_205       1.44929041  0.936117640 -2.10923065 -0.44145404 -1.3660204549
## Hlil_207       1.79779390  0.313512478  1.47906372  0.48813872 -0.8236488913
## Hlil_208       0.73616305  0.501546788  1.63552999 -0.47175437 -1.3405955897
## Hlil_209       0.82106764 -0.958240883 -1.35484931 -0.36301249 -2.4357249709
## Hlil_210       0.73240554 -1.218229674 -0.19108323 -0.26941907  0.5494099996
## Hlil_211      -2.19001093 -0.167650954 -1.73277891  1.01468935 -1.2409525849
## Hlil_212      -0.46274474 -0.990226059 -1.00520170 -0.26907190 -1.1511548006
## Hlil_213      -0.89436435 -3.262792070  1.16019991  0.38812261  0.3821223412
## Hlil_214       0.92685138 -2.293752219 -1.70049561 -2.51174970  1.0548986518
## Hlil_215       0.50409272  1.550922563  1.66493433  0.37972939  1.8003039396
## Hlil_216      -0.26476621  0.520858368 -0.87051694  1.23891493 -1.2282841290
## Hlil_217      -1.07127641 -1.185223946 -1.45902362 -0.55822708 -2.7370850581
## Hlil_219      -1.64454196  0.228592929  1.69401756  2.24712377  0.3428699556
## Hlil_220      -1.30753028  0.430615089 -1.39308735  0.92561149 -2.4494978387
## Hlil_221      -0.02452109  0.646590446  0.41718772 -1.38937681 -0.3513782253
## Hlil_224       2.48968392 -1.518931445  0.61841659 -2.10036102 -1.6262055160
## Hlil_225      -1.24716137 -0.124931782  3.55716390 -1.48891977 -0.3965968318
## Hlil_226      -1.37999703  2.519115995 -0.55752900  1.02409817  0.7020945456
## Hlil_228       1.32503868  1.641470442  0.55168517  0.81036052 -1.2064847700
## Hlil_229       2.11063048 -0.016450861  0.45188712 -0.56212920  0.0108785770
## Hlil_231       0.04077339  1.249965983 -2.38428938  1.44743183 -0.8754874473
## Hlil_232       0.25138494 -2.124568532  0.65697759 -1.21767339 -0.2047097330
## Hlil_233      -0.90907345 -1.032329026  0.83268525  1.24004446  0.0110785422
## Hlil_235       0.42551119 -0.335688999  1.45806127 -2.17840006  0.4785605226
## Hlil_239      -0.32593938 -1.961079384 -0.53644562 -1.86412713  0.4077978513
## Hlil_240      -0.06088860 -1.795934324  0.02352406 -0.46844568 -1.2516686867
## Hlil_241      -2.43304355 -1.450776204 -0.47595063  1.25306536  1.9710417777
## Hlil_242      -0.44103716 -2.123085105 -0.34734818  0.72164079  0.1781951316
## Hlil_243       1.75283409  0.040780148 -1.42606850 -0.59876157 -0.1797988118
## Hlil_244      -2.38898641  2.201679477  2.75459718 -1.01936652 -1.3055120889
## Hlil_245       0.67486535 -1.371191596  0.99483300  0.26954628  0.9808040703
## Hlil_246       0.26051156 -1.266334175 -1.80311793 -0.87869800 -2.5444388670
## Hlil_247       1.18840350 -0.391725247  0.31123899  0.66885858  0.2066973642
## Hlil_248       0.05184690  0.744493896 -1.34378156 -3.72566916 -0.8680138426
## Hlil_NBG_351   0.98035380 -0.092136303 -0.67652588  0.36509672  1.2894365522
## Hlil_NC_167    0.30229899 -0.158714800  0.95351865  0.02671561 -0.1456383625
## Hlil_NC_170   -0.04687593 -0.501880699  0.41009820  0.39909246  0.2324846223
## Hlil_NC_171    0.45037628 -0.135260566  0.68366232  0.28833977  0.0022908797
## Hlil_NC_172    0.03804340 -0.356725545  0.87031814  0.00125565 -0.3236208234
## Hlil_NTBG_260 -2.19188299 -0.507338343  0.50518692  0.22047123  0.1884578395
## Hlil_W_222     0.17426199 -0.358222957 -1.37600239  0.74942416  0.4794877822
## Hlil_W_223    -0.36275724 -0.005023238 -0.97574023  0.73725614 -0.8486231808
## Hlil_WBG_226  -1.13237222  1.206041724  0.20045535  0.58053938 -0.5798330107
##                      PC51         PC52         PC53         PC54        PC55
## Hlil_130       0.93916197  1.882965628  0.072428945  0.572898183 -0.03694164
## Hlil_132       0.93758308 -1.057640604  1.091676920  0.526823628  0.46795144
## Hlil_137       2.23434533 -0.719858851 -2.294675665 -0.926717226  1.07371407
## Hlil_143      -2.50190411 -0.405950689 -0.010905707  0.510870027  0.71328494
## Hlil_145      -1.41340463 -1.462125362  0.200349555  1.360323338  0.16602191
## Hlil_146      -0.41494688 -1.986065340  1.125548305  0.931609961 -0.27821044
## Hlil_147       0.12112890  0.832044307  0.327215460  1.109726305 -1.23427655
## Hlil_148      -0.20479654  0.005830805  0.262253048  0.490728684 -0.02453435
## Hlil_150       1.95997268  1.059513765  0.350912382  1.603343996 -1.31891046
## Hlil_152      -1.02283189  0.295609547  2.056616048 -0.227666892  2.44772651
## Hlil_153       0.31026637 -1.643131278 -1.401328399  0.630169078 -2.60965264
## Hlil_154       0.13802189  0.080657535 -0.430270022 -0.015851594 -2.20997597
## Hlil_155       1.64009204 -0.328677841  1.079016010 -0.469555170 -1.62008376
## Hlil_156      -0.74297941  0.903141235 -0.381614486 -0.043646028  1.14513381
## Hlil_157       1.17302244 -2.809542965  0.989535792  1.202946932 -0.63700247
## Hlil_158      -0.44170367  0.443958950 -0.793186508  0.220133699 -0.69466316
## Hlil_159      -0.88120199 -2.669756917  2.123604186  1.964245725 -1.14998972
## Hlil_160      -0.19504419  1.164114328  0.909130691  0.012742567  1.37778833
## Hlil_161       0.28325201  0.376737780  0.064726504  0.086458605 -0.87263261
## Hlil_162       0.72614483 -0.465389561 -0.449126189 -1.964263940 -0.71925217
## Hlil_163      -0.25620192  0.421201972 -0.711360770  1.469739961  3.04243530
## Hlil_164       1.86621221 -0.851880714 -0.593267756 -1.087285111 -0.73222874
## Hlil_165      -0.20429558 -1.494628363  0.290412898  0.361386729  0.17340153
## Hlil_166      -0.61180767 -1.546215025 -0.290646715  2.745394917  0.94416599
## Hlil_168      -2.16262308 -0.460947802  0.773652287  1.303415144 -0.90245994
## Hlil_169      -1.89354314 -0.979161182  0.375505237  1.012067110 -1.56438020
## Hlil_173       0.06381093 -0.040829986 -0.512579700  0.068497158  0.51295828
## Hlil_174       0.13773984  0.255594339 -0.362389800 -0.191395662  0.72194447
## Hlil_175       0.21261240 -0.400283591 -0.394428867 -0.060137986 -0.06331101
## Hlil_176       0.60507700  0.709566209 -0.466575802 -0.656875167  0.51353194
## Hlil_177      -0.66085030 -0.347631654 -1.668284805  1.129197235 -0.88803255
## Hlil_178      -0.59277085  0.363670102 -0.106273047 -0.592386719  0.60251040
## Hlil_179      -0.72786466 -1.604553133 -0.449389213 -0.816925363  0.71982022
## Hlil_180       0.20680958  1.942709907  0.733897737 -1.892770428 -0.03370690
## Hlil_181       0.86824594 -1.542670845 -1.007204908 -0.641258705 -0.80743108
## Hlil_182      -1.09216831  1.667574460 -0.505068649 -0.703471006 -0.22124136
## Hlil_183       1.48348006  0.810004781  0.940275884 -0.560582666 -1.14566778
## Hlil_184       0.86902565 -0.039440558 -0.521781487  1.583970230  1.20553981
## Hlil_185       0.38276819 -1.351045632 -2.015402432 -0.580039987  1.31667618
## Hlil_186       0.33278743  0.184616254 -1.217707500 -0.571251163  1.11379691
## Hlil_188       0.45418221  0.118121580  0.201634008  1.302116155  1.96798373
## Hlil_189      -0.82475520  0.538264143 -0.560783247 -2.624842194 -0.14728278
## Hlil_190      -0.03740392 -1.554603105  3.558861879 -1.244745195  0.41996419
## Hlil_191       1.60988837  3.012330290 -0.863032859  1.229822870  0.37661074
## Hlil_193      -0.95169639  0.155308606  0.608214197 -1.683208846 -1.55427475
## Hlil_195      -0.65691118  0.059505405  0.003096118 -1.127079165 -0.04725143
## Hlil_196      -1.92805023 -0.180676822  0.151158514  0.782510972  1.08764749
## Hlil_197       0.84857070  0.835817657  0.294892012 -1.830130463  0.51293288
## Hlil_198      -0.46457942  2.337079587  1.091920022  0.970044077 -0.09410039
## Hlil_199      -0.93569681  1.834685081 -0.314295461 -0.308514459  1.44581518
## Hlil_200       1.14236276  0.039766165 -0.426165918  0.614822641 -0.38695348
## Hlil_201       0.21473905  0.037788882  0.241516638  0.293571805  0.47877930
## Hlil_202      -2.81501269 -0.947935212 -0.538906546 -0.579694689 -0.52753703
## Hlil_203      -0.21629876 -2.073484904  0.699720469 -1.802240110 -2.90206963
## Hlil_204      -1.61645861 -0.788782869 -0.427851288 -1.925433305  0.03305305
## Hlil_205       0.68938558  0.592373040 -0.640565027  3.654513772  0.87948366
## Hlil_207       2.48149162 -1.444594911  2.484401083 -1.342348058  0.23349301
## Hlil_208      -0.35957212 -0.605606977  0.796676550 -0.405244545  1.36111885
## Hlil_209      -0.22381246  1.985294670  1.646112564  1.716873680 -2.35084963
## Hlil_210      -1.98943691 -0.471094406 -0.825551296 -0.222979839 -0.41789370
## Hlil_211       1.28669349  1.155674525  1.008657614 -0.878350525  0.60935680
## Hlil_212      -0.29608682 -0.541618264 -1.909671102 -0.712461534 -0.24246573
## Hlil_213       1.83437584  0.539477131 -2.393626600  1.876644652  0.23315891
## Hlil_214      -0.02154754 -0.282489267  0.861589650 -2.385878347  1.33031955
## Hlil_215       0.91889088  1.694366752 -2.044968081 -0.337497476 -2.03915205
## Hlil_216      -2.34790389  1.706757565 -1.130991041  2.021873998 -1.86320149
## Hlil_217      -1.20358005  1.534327320  2.130201372 -1.413147481 -1.64886985
## Hlil_219      -1.63840480  0.500922168 -0.076458105  0.477003433 -1.17730504
## Hlil_220      -1.59131546 -1.071830723 -0.518533645 -2.814538352 -0.43614499
## Hlil_221       0.22667353 -1.836298056 -0.038764135  0.110539460  1.40525726
## Hlil_224       1.79790723  0.805584239 -0.515718702 -0.009411048 -0.81759593
## Hlil_225      -2.16274559  2.574224200  2.368307024  0.005511466 -0.02196405
## Hlil_226       0.76810975  0.274207986 -1.364274759  0.056257964 -1.13244561
## Hlil_228       0.03880418 -1.201977583  0.317238198  1.280104770  1.04869893
## Hlil_229      -1.16553255  1.004052258  0.938860235  1.572390160  0.10121621
## Hlil_231       1.45441936 -0.179690845 -0.592042246 -1.052464334  2.64291607
## Hlil_232      -1.10280900 -1.550245558 -0.833093740  0.196693714  3.18982889
## Hlil_233       1.47952871 -0.740963360 -2.110181779  0.350439638 -0.63557364
## Hlil_235       0.51493060 -0.628589864  0.128957168  0.732931271  0.33023850
## Hlil_239       0.09884359 -0.625919682 -0.654291673 -0.156964395 -0.13586543
## Hlil_240       0.88748545 -0.679395368 -0.824282228  0.050887691 -1.13520448
## Hlil_241       1.24852135  1.492703302  2.745720267  0.173852813  1.21752470
## Hlil_242       2.18988609  0.618124928  0.908419519  0.744494669 -0.35503495
## Hlil_243       0.18990830 -0.285485011 -0.318765879  0.330462926 -0.36930957
## Hlil_244       1.73449834 -1.138998330 -0.143831468 -0.465673009 -0.81658828
## Hlil_245       0.96391163  1.934434846  0.930109940 -0.969907635  0.15568024
## Hlil_246       1.20823424  0.008180533  1.605571314 -0.482065301  0.24858219
## Hlil_247       0.74910704 -0.125591064  0.579100682  0.712051587 -0.85982019
## Hlil_248      -2.34991147  1.918589176 -3.648274067 -1.623680160  0.37493491
## Hlil_NBG_351  -0.45457752 -0.165009403  1.113414021  0.533604525  0.47436968
## Hlil_NC_167    0.24541125  0.378950307 -0.124870800 -0.793508552  0.52034063
## Hlil_NC_170   -0.12560235 -0.194142926  0.731878833 -0.342932484  0.38601836
## Hlil_NC_171    0.13130871  0.367716801 -0.235177854 -0.651635461  0.62616647
## Hlil_NC_172    0.13754594  0.232512169 -0.200881273 -0.771985195  0.59189509
## Hlil_NTBG_260 -0.64430975 -0.213643589 -0.683521326  0.426923782 -0.03384924
## Hlil_W_222    -0.65766101  0.128318141  0.037521214 -0.199069051 -0.21828540
## Hlil_W_223     0.30502453 -0.005574102 -0.042285206  0.039827251  0.01616078
## Hlil_WBG_226  -0.53958973 -0.073301262 -0.365383217  0.006251067 -0.42647405
##                      PC56         PC57          PC58        PC59        PC60
## Hlil_130       1.54233532  0.393093294 -2.4136766713 -0.05473273 -0.70857668
## Hlil_132      -1.30276105  0.390667934 -1.2971700908 -1.64535430 -1.05692420
## Hlil_137       0.39499699 -0.093016929  0.0133399142  0.86668070 -1.11720613
## Hlil_143       0.72944231 -0.249412123  0.0239963592  1.32202417  1.89862492
## Hlil_145      -0.24363982  0.855170588  1.5144922725 -0.19714740  1.04839696
## Hlil_146       0.53914665  2.127682132 -0.2547238811  0.75080521 -0.71046200
## Hlil_147      -2.19071541  1.027858302 -0.3102503835  1.04715972 -0.24963843
## Hlil_148       1.32497875 -0.444739298  0.0406489811  0.63819582  1.65347566
## Hlil_150       1.81194067 -1.408754411  0.2822827761  1.23941132 -0.78101989
## Hlil_152      -0.73967327 -0.352872320 -0.7980543548 -0.08324438  1.44045111
## Hlil_153       0.92502176 -0.514988054 -3.1780603133  0.11674791 -1.73516322
## Hlil_154      -0.09369639  1.788052615  0.9157683728  0.96010047 -1.27930355
## Hlil_155      -0.29393646 -1.015416154  1.2291155445 -0.07131563 -0.17969736
## Hlil_156       0.30779871 -0.788292632  0.4966402523 -0.71675323 -0.28064020
## Hlil_157      -1.00894758 -0.705240837 -0.0313189341  0.02174126  0.86984934
## Hlil_158      -0.07039199  1.695308572  0.1354420243  0.46540888  0.10315013
## Hlil_159      -0.98112655 -1.416976260  0.2173169296 -0.81126847  0.06987738
## Hlil_160       0.36599611 -3.534133663  0.6486768749 -0.10909417 -1.16945568
## Hlil_161       1.73578706 -2.978267064  0.3192919244  0.26552218 -0.50073749
## Hlil_162       0.21195504  0.475734655  1.5868561216 -1.60239253  1.11430869
## Hlil_163      -0.66553464  0.135526591  0.0047599377  0.17352230 -0.34395492
## Hlil_164      -1.04499821 -1.696291383  0.2423309361 -1.02343590 -0.50876206
## Hlil_165       0.97475441 -0.201152266  1.2541498020 -1.26606423 -1.04312335
## Hlil_166      -0.04258701  0.373881493  0.0014123257 -0.04315739  0.49090871
## Hlil_168       1.33952032 -0.490921127 -0.2102500368  0.40782021  0.81072743
## Hlil_169       0.35471002 -1.667836324 -0.0623446979  0.65949086  1.44555741
## Hlil_173      -0.74153875 -0.307781623  0.1382287407 -0.25513245  0.47735205
## Hlil_174      -0.45056867 -0.557911217  0.1233805336 -0.16957470  0.44931379
## Hlil_175       0.05187837 -0.897720664 -0.3378763173 -1.28692537  0.46086008
## Hlil_176      -0.91269615  0.248268871  0.5220714933 -0.04384718 -0.43539401
## Hlil_177       1.72064238  2.365043380 -0.3095926079 -1.26754274  2.89152108
## Hlil_178      -0.52046684 -0.443345001  0.5968314205 -0.11209362 -0.34059023
## Hlil_179       0.45749447 -0.611261932 -1.0703733134  0.53396519 -0.88782874
## Hlil_180      -0.08076189 -0.383633667  0.0704241605  0.67364031  0.40099723
## Hlil_181      -1.76339817 -1.350769231 -0.8927073917  2.96182215  0.11355932
## Hlil_182      -0.83956497  0.023801108 -0.6595063788  0.03659943  0.63745393
## Hlil_183      -0.69793881 -0.256357009  1.0822651490  0.43398531 -0.12105951
## Hlil_184      -0.24773209  1.927421298 -0.4996730194 -2.59044336 -0.30660534
## Hlil_185       0.77269312 -0.063463491  0.0629086456 -0.51501057 -0.99139157
## Hlil_186      -2.78724737  0.898940311 -0.3279014658  0.85906030 -1.19886608
## Hlil_188       1.07697287 -0.985253741  1.3934322322  0.57764398  0.11392559
## Hlil_189       3.43021761 -0.772326244  0.5321731751  0.78887104  1.93474270
## Hlil_190      -0.08941142  1.669673428  0.0527654291 -0.64706206 -1.49865857
## Hlil_191      -0.07339944 -0.168421550 -0.4974191768  0.63895938  1.73736055
## Hlil_193       0.85474299  1.299400981  0.8188570896  0.75859015  0.42585011
## Hlil_195      -0.46683898 -0.061869204  0.3519710349  1.34669535 -0.29539848
## Hlil_196       0.96232362  0.227334419  0.3353745541 -0.97708124 -0.62108375
## Hlil_197       1.23023388  1.083591655  0.4762577100  2.07819688 -0.88144739
## Hlil_198       0.28506035  1.152649923  0.2344528365  0.01819569 -0.74003489
## Hlil_199      -1.88199884  1.024178667 -1.1137542172 -1.83359483  0.31919935
## Hlil_200       3.65702193  0.646466817 -0.7404305427  0.79969963 -0.12503372
## Hlil_201      -0.26977750  0.033557875  0.0684015112 -0.54666285 -0.27160016
## Hlil_202      -0.52104660 -0.060627688 -1.3463480528 -1.02880228 -0.82685490
## Hlil_203       0.39021340 -0.293734207 -1.7324743439 -1.40555840 -0.66286924
## Hlil_204      -1.31143581  1.875245238  1.1859570645  0.74976050  1.52605571
## Hlil_205      -0.07298034 -0.415930102  0.6993185007  0.30593843  0.43085855
## Hlil_207      -0.55744342 -1.930831696 -1.3166916103 -0.79571558  1.96900104
## Hlil_208       0.27350856 -0.230506668 -0.5984508390 -0.30039184  0.38691788
## Hlil_209      -0.59153005 -0.122918229  3.6109893746  1.91616491 -0.97806046
## Hlil_210      -1.44072316  0.250224101  2.7619745663  0.69369509 -0.65309754
## Hlil_211       2.58591697  2.844392386 -0.1350716891 -1.96345131 -0.50425417
## Hlil_212       0.21491813 -0.169137779 -2.0176805640  1.27997062  2.14880321
## Hlil_213      -0.17170043  0.498725534 -0.4637309877 -0.05084513 -0.78956421
## Hlil_214       0.85654202  1.166404088 -1.9851995888  0.41751514  1.48703480
## Hlil_215      -0.96323767 -0.372008220 -1.0255091623 -0.65704119  2.02844888
## Hlil_216      -1.71842642  0.059389490 -2.8536862322 -0.43360166 -2.16058531
## Hlil_217       0.31775233 -0.132820671  1.3197660822 -2.15820574 -0.63588333
## Hlil_219      -0.02806988  0.405634190  1.6014595317 -1.04458540 -0.73235858
## Hlil_220      -1.33238045  0.302909658 -1.3647020484  1.13397558 -1.86759651
## Hlil_221       1.29651675  0.137331648  0.0659364854  1.07382734 -2.95858541
## Hlil_224      -0.92382613  1.123961567 -0.6549186794  0.69930451  0.98290420
## Hlil_225      -0.22842127 -1.700913842 -2.3952826210  0.99990729  0.48990586
## Hlil_226       1.88464184 -2.211429446  0.0293708123 -2.50721920 -0.20639828
## Hlil_228       0.03260712  0.863612015  0.3911052049  1.16275889 -1.75015333
## Hlil_229       0.01826633  0.413471201 -1.7451318593  1.61287516  1.61755326
## Hlil_231      -0.69845025 -0.719935220 -0.6614906317  0.97395922 -0.04206713
## Hlil_232       0.23380748 -0.790253527  1.3393183221 -0.54413603  1.30249475
## Hlil_233       0.57396723 -0.168753592  1.7287497880  1.74820281 -0.04347850
## Hlil_235      -0.98353699  0.751423307 -0.5226091901 -1.17749523  0.70002313
## Hlil_239       2.46309720  1.111219544 -0.4128307789  0.14444639 -1.37186033
## Hlil_240      -0.94230899 -0.498615520  2.2223503768 -2.50147313  1.36245276
## Hlil_241      -0.25556790 -2.347863970 -0.7380114136 -0.02663374 -1.12666788
## Hlil_242      -0.50631631  1.419236272 -0.1155231080 -2.56351816  0.87337868
## Hlil_243       0.14582338 -0.166500736 -1.2563953282  0.03790504 -1.00976223
## Hlil_244      -2.74585863 -0.377405724  0.3022769649  0.82502500  1.89492730
## Hlil_245      -0.86996272  1.780043997 -0.1024916499 -0.35734633 -1.43609461
## Hlil_246       0.69637442  2.163740331  1.4177655841  2.00799781  1.07728583
## Hlil_247      -0.47055906  0.171752345  0.3651519517  0.08605597  0.27494025
## Hlil_248      -0.10303771 -1.725796353  1.5891988083 -1.77549339 -1.21571591
## Hlil_NBG_351   0.75228115  0.127700621 -0.0466394349 -0.01200990 -0.32149488
## Hlil_NC_167   -0.34942487 -0.004091767  0.5635762708  0.08164836 -0.45001678
## Hlil_NC_170   -0.30616908 -0.208517920  0.5378545134 -0.41706652  0.18976152
## Hlil_NC_171   -0.66977332 -0.529355528  0.9056774122 -0.23641974 -0.76088252
## Hlil_NC_172   -0.64804861 -0.377878212  0.5491697400 -0.02982279 -0.45208916
## Hlil_NTBG_260 -0.45988708  0.523114551  0.2980031073  1.46380442  0.04115152
## Hlil_W_222     0.43564163 -0.398941293  0.0465041873  0.22937366  0.12982220
## Hlil_W_223    -0.13539103  0.181469269 -0.8212391301  0.20605598  0.47883600
## Hlil_WBG_226   0.27732081  0.338887069 -0.0005989763 -1.43495992  1.03602794
##                       PC61        PC62         PC63         PC64         PC65
## Hlil_130       0.183805827  0.35100797  1.926048213 -1.269466076 -0.708928825
## Hlil_132       0.132940838 -2.78683798  0.488229305 -1.394576456 -0.431326857
## Hlil_137      -0.289155030 -0.79737041 -1.036316387  1.001108864  1.707600510
## Hlil_143      -1.518680847  0.37577675  0.132496959  1.257439362 -0.166967899
## Hlil_145       0.361705129 -1.48814400 -0.803725784 -1.200286748  1.090577279
## Hlil_146       2.490857678  2.15244616 -1.407334639  0.529692506  1.216330993
## Hlil_147      -0.783114870 -1.27169173  0.113757136 -1.004942780  0.311224463
## Hlil_148      -0.405716426  0.12145287  0.456362061  0.546125776 -1.375992879
## Hlil_150       0.165119884  1.02958461 -0.141541177  0.457842362 -1.309099024
## Hlil_152       1.325025783  0.47456776 -0.520520404  0.444020520 -1.038736412
## Hlil_153      -1.776171758 -2.54625357 -0.361967951  0.850675402 -0.001405615
## Hlil_154      -0.637798795 -1.15246262  0.848682137 -0.111814426 -1.435687594
## Hlil_155      -0.598461471 -0.32433078  0.692851586 -0.595139640 -0.537504207
## Hlil_156       0.247266195 -0.31358225  0.149025735 -0.288788392  0.237995632
## Hlil_157       1.144876430  2.35707240  0.672484169  0.740018833 -0.375199308
## Hlil_158      -0.113683249 -1.01479756  0.761206929  0.790426739  0.321507701
## Hlil_159       1.194895613 -1.58354510 -0.155814295 -1.072294997  0.242890332
## Hlil_160      -1.965733926  0.38869057 -0.008337565 -0.491027075  1.583848298
## Hlil_161       1.370691229  0.92949013 -1.526177893 -1.226583980 -0.032753132
## Hlil_162       0.183953251 -0.31329592 -2.566464168  0.757699147 -1.131571571
## Hlil_163       0.792897599 -0.19468423  0.704119877 -1.116944344  0.050026166
## Hlil_164      -0.369106589  0.65374867 -1.698199430 -0.384798467 -1.184945338
## Hlil_165       1.027360578 -0.83432027 -0.108009702  2.113385979  0.600101812
## Hlil_166      -2.428638791  0.84673757 -2.106862135  0.188945632 -1.784628224
## Hlil_168       0.493144399  0.27524324  0.890633888 -1.022492632  1.159086364
## Hlil_169       0.319956307 -0.14863238  0.295199222 -0.525412503  2.635563015
## Hlil_173       0.109678392  1.10319676 -0.215093079  1.416909464 -0.471426050
## Hlil_174       0.008864743  0.88007194 -0.715787907  1.201425202 -0.570175705
## Hlil_175      -0.583978312  1.25189988 -0.113923037  0.842552450 -0.612498873
## Hlil_176      -0.277609518  0.68905053  0.378482362 -1.194102124  0.866012419
## Hlil_177       0.468620686  1.46114273  0.138567612  1.257394486 -1.746114123
## Hlil_178      -0.627187548  1.31672166  0.396788394 -0.101750448  0.738355400
## Hlil_179       0.871648388 -0.65032010 -0.072381826  1.721594482  0.472845778
## Hlil_180      -0.031368108 -0.39232892  0.023961164  0.009915859 -0.628479132
## Hlil_181       0.207709200  0.09795419  2.476808117 -0.117533707  0.474860890
## Hlil_182      -1.459504094 -0.84962045 -0.704410574 -0.890749857 -0.120824315
## Hlil_183      -0.264682644 -1.14508032  0.218175026  0.690092868 -0.595612822
## Hlil_184      -1.178388088  1.25978306 -1.204194543 -1.635426219 -0.476181394
## Hlil_185       0.859369675  0.82189494  1.384021523 -1.663514287 -1.899504354
## Hlil_186       1.305930395 -2.08495762  0.294272396  1.066808360  0.507790949
## Hlil_188      -0.579195765 -1.49535131  1.146940897 -1.186266210  1.093688146
## Hlil_189      -0.653520307 -1.06672369  1.495961623 -0.563571173 -1.382287996
## Hlil_190      -1.213423500 -0.99018184  0.232387234  1.622784910  1.386127195
## Hlil_191       1.485206981  0.12967551  0.100492810  3.570265866 -0.614556333
## Hlil_193      -0.413093576  1.19092910 -0.077361299 -0.258611548  1.091161518
## Hlil_195       0.214467733  1.67273217  0.044520606  0.097573866 -0.131410750
## Hlil_196       0.070739874 -1.28029082  1.323432896  2.417056270  0.188145116
## Hlil_197      -0.291786444 -0.44931521 -4.672640685 -1.644977302  0.412217513
## Hlil_198       0.019409434  1.11760294 -0.834110194 -0.777826559  0.667652873
## Hlil_199       0.709591257 -0.26329328  0.365004294  0.253135943  0.280170267
## Hlil_200      -2.199107798 -0.34158998  0.700906480  0.094836349  0.392597889
## Hlil_201      -0.018446482  0.26021383 -0.244823793 -0.002121786  0.092043029
## Hlil_202      -1.175868833 -1.48773676 -0.480041733 -0.875289634 -2.138412938
## Hlil_203      -1.377773622  2.76141359  0.647067858  0.926960345 -0.122604398
## Hlil_204       0.950666664 -0.85997412  2.059691766 -1.202732216 -1.645951296
## Hlil_205       0.618106368 -0.18104301  0.590073766 -0.830877005  0.746327618
## Hlil_207      -0.504756675  0.19116866 -0.057676477 -1.998625490 -0.647329901
## Hlil_208      -0.376506336  0.73511154  0.296210223 -0.123115863 -0.371088170
## Hlil_209      -2.638345279 -1.17070165 -0.119884391  0.922531438 -1.574835660
## Hlil_210       0.898405467  2.09807518  0.540596096  0.750607665 -0.816035644
## Hlil_211       0.761653718 -0.54954216 -0.041768308  0.113731392  1.991077636
## Hlil_212       0.283091654 -0.55239576 -1.599747845 -0.585404505  0.427077327
## Hlil_213      -1.114355135  0.21308332 -0.493895617  0.757119574 -0.028671667
## Hlil_214       0.025006436 -0.73328916  0.679373066  1.672042781  0.729278107
## Hlil_215       1.263777992  0.01606436  0.489061609 -1.796483722  0.996466283
## Hlil_216       0.806940522  0.51626845 -1.030610304 -0.818030372 -1.698817875
## Hlil_217       0.340224399 -0.13576904 -0.883477341  0.749944984 -0.319477292
## Hlil_219       0.784139404  0.07127024  0.177772859 -1.179449245  0.634784576
## Hlil_220      -0.072387542  0.85441511  0.855818240 -1.027673598  1.027714160
## Hlil_221      -0.137777203  0.35248254  1.135918996  0.624463802 -1.609054267
## Hlil_224       0.014131167  0.22835555  1.220958958 -0.007219262 -0.352846228
## Hlil_225       2.292816716 -0.77555900 -1.366655888  1.165192855 -0.559893058
## Hlil_226       1.838874970 -1.33988570  1.160180107 -0.036650578 -0.354761642
## Hlil_228       0.262234109  1.73081657  0.661870517  1.492084442  0.036107928
## Hlil_229      -2.327583691  0.51549009 -0.734944296  0.035464028  3.196043742
## Hlil_231      -0.605460672  0.55274315 -0.611750076  0.145171806  0.008049609
## Hlil_232      -1.608633876 -1.39358087 -1.468362131 -0.953830034 -2.261526325
## Hlil_233       1.601578569 -0.18490646 -0.167171359 -0.234278377  1.577407526
## Hlil_235      -0.273438678 -1.12520382  0.954864276  0.095840555  0.350780467
## Hlil_239       1.548560856 -1.59171288 -1.676874237 -1.067473501 -0.001174497
## Hlil_240       1.783050453 -1.74779040 -1.086347382  1.003239900  1.595182058
## Hlil_241       1.166642512 -0.52410697  1.429362772  0.791779159 -1.396780290
## Hlil_242      -2.052505970  0.96868870  2.764115172 -0.134223899  1.049757716
## Hlil_243       1.987155491  0.31628469 -0.892513551  0.627469956  0.610111132
## Hlil_244      -1.393969918 -1.23702556 -1.526294417  2.367793228  0.456814662
## Hlil_245      -0.490842169  0.40825888 -0.686084557  0.285547296 -1.180875614
## Hlil_246       2.383879402 -0.36140075  0.954248246 -1.694332149 -1.501610545
## Hlil_247       1.115055044  1.68988390 -0.832925452 -0.866959626 -0.428737483
## Hlil_248      -0.781380526  0.64984372  0.937926276  1.363691267  1.104262986
## Hlil_NBG_351   0.405863167 -0.24472972 -0.077334371  0.169623451  0.644732701
## Hlil_NC_167   -0.218756155  0.94827622  0.002173365 -1.131843452  0.916496703
## Hlil_NC_170   -1.311711467  0.50316965  0.333759638 -0.348149742  0.897941320
## Hlil_NC_171   -0.149500603  1.33667298  0.019074723 -0.896356230  1.027138335
## Hlil_NC_172   -0.202930998  0.85569018  0.200168922 -1.127270621  1.056358210
## Hlil_NTBG_260 -0.297020274 -0.92467405  0.823190514 -0.615638168 -0.787160868
## Hlil_W_222    -0.016550211 -0.53110520  0.381290380  0.298688804 -0.133682044
## Hlil_W_223    -0.102999921  0.83135654 -1.194179296 -0.042752138 -0.575325758
## Hlil_WBG_226  -0.988978886  0.87756361  0.157948499 -0.963037062  0.370139842
##                      PC66        PC67        PC68          PC69         PC70
## Hlil_130       0.55139230 -0.64863075  0.15586358 -0.2457656724  0.076856146
## Hlil_132      -0.96864989  0.05363306  0.67981156 -0.3230464349 -1.602842934
## Hlil_137      -0.48601598 -0.77405241 -0.04568848  1.2956432668  1.188908804
## Hlil_143       0.43773589  2.88338257 -0.90437918 -1.0625261925 -2.748683896
## Hlil_145      -2.12113607  0.65773863 -0.69114675  0.0665202006 -0.494324233
## Hlil_146       0.93408997 -0.52811136 -0.72989253  0.4672746851  2.911272850
## Hlil_147      -0.61257603  0.84467522  0.48231414 -0.6718630381  0.159239744
## Hlil_148       0.88986335 -1.13154028 -1.12461707 -0.3589958044  1.150966167
## Hlil_150       0.05213423 -0.52473267  0.24434022 -0.3743088811 -0.227119760
## Hlil_152       3.41617659  0.08957998  0.69331184  0.4999992513  0.499590452
## Hlil_153      -0.24817302 -0.31765222 -1.52832075 -0.1341796880  1.757754069
## Hlil_154       0.44658813 -0.33980569  0.34531704 -0.4619029816 -0.421292706
## Hlil_155      -1.96678696  1.49060760 -1.42343785  1.7119010133  0.326164398
## Hlil_156      -0.44734161 -0.36749989  0.42956150 -1.4016118731  0.396380804
## Hlil_157      -0.08020783 -1.18798045  0.65076966 -0.8943031464 -0.899102184
## Hlil_158      -1.43481097 -0.64353135  0.81927195  0.6705423432  2.198349741
## Hlil_159       1.34649242  0.09881186 -0.32546259  0.8428950865 -0.566056167
## Hlil_160      -1.01733859 -1.20880830  1.77962027 -0.0056735959 -1.262998071
## Hlil_161      -1.02752694  1.13765137 -0.57884630  0.5525967487 -1.235685778
## Hlil_162      -0.16258058 -0.46899459  0.13405463  0.0008992789  0.440615263
## Hlil_163      -0.38073828 -0.14480638 -0.87479764  0.3201803316 -0.105205477
## Hlil_164       0.10872498  0.59850980 -0.72132750  1.0368451050 -0.288561145
## Hlil_165       0.19848263 -0.14214706 -0.88430294  0.2725993175 -1.420482719
## Hlil_166       0.35556819  1.04466060 -0.43672416  0.7131812449 -0.486373363
## Hlil_168       0.50859760  0.29154948 -0.04800767  1.5553921242  1.933074743
## Hlil_169      -1.00425877  0.16886229  2.33844668  0.3438901096  1.726707578
## Hlil_173      -0.08986305  0.51725640 -0.57272109  0.0411736949  1.127548969
## Hlil_174      -0.06311769  0.35555806 -0.86844023  0.1453127671  1.126608603
## Hlil_175       0.12053260 -0.77013386 -0.18689303  0.1308408231  1.123385827
## Hlil_176       0.28585791 -0.88001635  0.10659766  0.0718253828  0.366984945
## Hlil_177      -1.97787449 -0.73451143  1.17980876  1.6424525149  0.253370491
## Hlil_178      -0.66774361 -0.17865792  0.08147733 -0.5319045604  0.282932726
## Hlil_179      -0.27318686 -0.25636615  0.56595956 -0.0422451916  0.731825312
## Hlil_180       1.45385771 -0.44319561 -0.05418937 -1.2623850028 -0.867197043
## Hlil_181       0.30104056  0.48216490 -0.62805024 -2.2801624882  1.243308745
## Hlil_182       0.09575118  1.35312398  0.84025279  0.7025564425 -0.852457135
## Hlil_183       1.65731660 -0.96459634  0.41327620  0.0501546133  0.190882578
## Hlil_184       2.32638294  1.06064999  1.08104714 -0.4974090535  0.849790011
## Hlil_185      -0.59219300  0.33290998  0.64281462 -0.6401433728  1.533358946
## Hlil_186      -0.84890616 -0.94105827  0.99507037  1.3312891464 -1.514486282
## Hlil_188       0.57273887 -0.38879396 -0.35277273  0.8443090721  0.046464982
## Hlil_189       2.01282095 -0.33957995 -0.10202936  2.6473031558 -1.445395305
## Hlil_190       1.73794974 -1.54433754 -0.65415578 -0.3624329873  0.368244486
## Hlil_191      -1.05535732 -0.52346677 -1.25153867 -1.2840641779 -0.886647142
## Hlil_193       0.49466045 -0.42078607  0.53920712 -1.1706289294 -0.538793331
## Hlil_195      -2.21614381  0.95071199  1.65406518 -0.3820692323  0.099994299
## Hlil_196      -0.13893823 -0.85589796  1.14717971 -1.1800591508 -0.310569774
## Hlil_197      -0.73509487  0.29907780 -0.48568295  1.2857548530  0.633303094
## Hlil_198       0.52458306  0.29823454 -0.94041277 -2.7092433572 -0.479035228
## Hlil_199      -0.64446864 -0.19748174 -0.39437430 -0.4931726611  1.446306080
## Hlil_200      -1.09905938  1.53444957  1.03962502 -1.5192110073  1.444364726
## Hlil_201      -0.48955460  0.13128847  0.00798556  0.0782177808  0.101069547
## Hlil_202       0.06332897  1.86912244  0.32045873  0.5187274614  0.555396276
## Hlil_203       0.60492530 -0.83839483 -1.65445236 -0.2936223621 -1.016339509
## Hlil_204      -1.42489650 -1.45127888 -3.60371764  0.8297626969 -1.367893677
## Hlil_205       0.98354562  0.26712084 -0.42853460  0.1683635903 -0.155586088
## Hlil_207      -0.36997518 -0.59724207  0.12153921  0.9319972464 -0.175617131
## Hlil_208      -1.91571710 -0.33177954  1.56324838 -1.3984326689 -0.765453880
## Hlil_209       0.15044575  0.50114053 -0.25642484 -0.9725205531  1.162489777
## Hlil_210      -1.04596246 -0.01443531  1.43500161 -0.0130632415 -0.523564032
## Hlil_211      -0.70284395  1.46985842 -0.23667621  0.3722602536 -0.611181878
## Hlil_212       0.52294409 -2.17721845  1.61607974  0.1597770010 -1.454241455
## Hlil_213       0.77561491 -0.56494406 -1.18078969  1.5528284799 -1.045681634
## Hlil_214       0.58420654  1.67096053  0.69595893 -0.4512817942 -0.008449051
## Hlil_215       2.13763587  2.74117104  0.76263365 -1.2128772352 -0.039597424
## Hlil_216       0.35620535 -2.58451301  1.42089451  0.7023253979 -0.722848212
## Hlil_217      -1.07877015 -0.85501789  1.29725584  1.3848115231 -0.290567874
## Hlil_219      -0.19899845 -0.19164105  0.41710950  0.6323101999 -0.236963455
## Hlil_220       0.62218183  1.25400931 -1.31849153 -0.8401599081  0.268790466
## Hlil_221      -0.51923126  0.25439305  0.52481809 -1.1725895675 -1.272201074
## Hlil_224      -0.42982100 -0.30579863  0.23795254  0.3208685325 -0.880960686
## Hlil_225      -1.52234361  2.37226762 -1.51852342  0.2109730366  1.075111010
## Hlil_226      -0.10471420 -0.33506514  0.72889155 -0.5552254515  0.654546303
## Hlil_228       2.35240980  3.14271768  1.52660792  2.6961023087 -1.711861939
## Hlil_229       0.06843540 -3.06190626 -1.75112618  1.0419805319 -0.768339162
## Hlil_231      -1.51080443  0.64678096 -0.28034175  0.7109580100 -0.025049553
## Hlil_232      -0.18922721 -1.02284874 -1.21147263 -2.4533939349  1.724733368
## Hlil_233       0.70540380 -0.45387818 -0.56921950 -0.1105366447 -1.090061428
## Hlil_235      -0.60095684  0.77432315 -0.02917951  0.7605725572 -0.226723923
## Hlil_239       0.38554651 -0.27288004  0.74438658 -1.6219362804 -1.700737068
## Hlil_240       1.74008080  0.63880954 -1.32753064 -2.2040787984 -0.086572144
## Hlil_241       0.43115753 -0.53372296  0.04371103  0.7536270785  0.611977455
## Hlil_242      -1.31535201  1.23394007 -0.72462223  1.3687347533  0.387300375
## Hlil_243      -1.20731283  1.21287048 -1.67554018 -0.1454108941 -1.208382584
## Hlil_244       0.31759491  0.84139984  3.47487722  0.0885295915  0.281522829
## Hlil_245       0.47137074  0.07909757 -0.36995609 -0.3095492823  0.015963912
## Hlil_246       0.46540460 -0.64244759  1.55616628  0.6409807277  1.447858111
## Hlil_247      -0.98646100  0.23014684 -1.55276415 -0.2177619674 -0.163614227
## Hlil_248       1.60732583  0.01952787 -0.82272262  1.7705072358  1.010550925
## Hlil_NBG_351  -0.51064312 -0.47485757  0.24111549  0.0791637714 -0.386651894
## Hlil_NC_167    0.59682808 -0.18977153  0.33329221 -0.2937488132  0.608695760
## Hlil_NC_170   -0.88485419 -0.83783268 -0.09925111 -0.5829484851 -0.402804054
## Hlil_NC_171    0.11637621 -0.22107965 -0.10406272 -0.0859906721  0.573160741
## Hlil_NC_172    0.33096836 -0.45918402  0.14507337 -0.0194499561  0.290792258
## Hlil_NTBG_260  1.28292694  0.10956284 -0.86470315  1.0845424964  0.067387873
## Hlil_W_222     0.43433852  0.09417366 -0.20329571 -0.3188704519  0.384814127
## Hlil_W_223     0.71466502 -1.25567652 -0.09148472 -0.6172405510  0.289367175
## Hlil_WBG_226  -0.28267740 -0.55789449  0.42897268 -1.9222568413 -2.154829161
##                        PC71        PC72         PC73         PC74        PC75
## Hlil_130       0.2580823285  1.16421592  0.831264189 -1.155903538 -0.13521625
## Hlil_132       0.2191485029 -0.03545310 -0.275134463  0.768544059  0.49154272
## Hlil_137       0.4384540096  0.61381068 -0.997838347 -0.056964638  0.11602035
## Hlil_143      -1.3743259355 -0.41558572 -1.328918062  0.874573328 -1.12484919
## Hlil_145       0.4409692719  1.13719493  0.394615136 -0.243987883 -0.16787714
## Hlil_146       0.6625990662 -0.32082715  2.673484497 -1.075875345 -0.45592831
## Hlil_147      -0.5414079927 -0.05235885 -0.304305096 -0.826413658 -0.72191590
## Hlil_148       0.0005221128  0.81356642 -0.521810905 -1.433592859 -1.28228600
## Hlil_150       0.4452430309 -1.03674319  0.772284675  0.491652542  0.33993044
## Hlil_152      -0.4301859227  0.59843110  1.017915630 -2.069983620  1.31585888
## Hlil_153      -0.4375865994  1.04103407 -0.646612152 -1.106234031 -0.37885090
## Hlil_154       0.3690943811 -0.52438431 -2.406696712  0.621277203  1.18158091
## Hlil_155      -1.4060953534 -0.16008831 -1.191218958  1.022081027 -0.64416638
## Hlil_156       1.1820025096 -0.18178704  0.963206953 -0.320090694  0.94966505
## Hlil_157      -0.1928100315  1.01738170  0.970893060  2.653291511 -2.29066830
## Hlil_158       0.5637227813  0.10772009 -0.153507219  1.269120937  0.05080277
## Hlil_159       0.1110492356 -0.32607378 -1.316050391  0.786301417  0.68168226
## Hlil_160       0.8630017083 -2.35373539  1.052734378 -1.269242310  0.15871970
## Hlil_161      -1.4936300856 -1.50131723  0.227348786 -0.609246954  0.38089024
## Hlil_162       0.8775954853  0.45118548  0.184645105  0.300024294  0.77576886
## Hlil_163      -0.3246117073  0.10776000 -0.095188638  0.316177794 -0.30752270
## Hlil_164       0.9747082455  0.71703616  0.869159938  0.204378261  0.93879844
## Hlil_165       0.1292716793 -0.94131562  0.246069031  1.959735097  0.53975955
## Hlil_166       0.6663224595  0.17763872  0.511919347 -0.436493080  0.93391220
## Hlil_168      -0.8294931300 -0.85379209 -1.125613455 -1.156863635  1.02776540
## Hlil_169      -0.6918528902 -0.90492271  0.582556416 -0.020680480 -0.20286746
## Hlil_173      -1.2608146878  0.91399651 -0.275047280 -1.153977113 -0.07416716
## Hlil_174      -1.1457049952  0.34481408  0.083259443 -1.357022642 -0.41980762
## Hlil_175      -1.7187142132 -0.74541990 -0.031019614 -0.805589557 -1.25586951
## Hlil_176       0.6253588196  0.32038154 -0.080602810  0.172024578 -0.34829781
## Hlil_177       0.4323968279  0.47001820  0.142225131  1.381032170  0.62509763
## Hlil_178       0.1180008600  0.69056241  0.753068296  0.106627082 -0.25106815
## Hlil_179      -0.7931744452 -0.08751976 -0.682066513  0.169541285 -0.29280036
## Hlil_180      -0.2420859691  0.09713638 -0.353050082  0.277072935  0.35659163
## Hlil_181       0.8529110202  1.22809952 -0.797690948  1.753311129  2.88486147
## Hlil_182      -0.1687682746  0.38135131  0.363276512 -0.614040063 -1.40420057
## Hlil_183      -0.6294066099 -0.24118637 -0.309127273 -0.278433465  0.96813437
## Hlil_184      -1.6811162271 -0.09767101 -1.042143460  1.426114648 -0.08586071
## Hlil_185      -1.9672046863 -2.04634267 -0.972232670 -0.406457725 -2.31457977
## Hlil_186      -1.8873596465  0.78472403  0.515730574 -1.702164333 -0.22830611
## Hlil_188       0.0060460654  1.73478546  0.075364921  0.652806093  0.28540416
## Hlil_189      -0.6030678709  0.13244187  1.684732996  1.701932084 -0.03478940
## Hlil_190       0.8173819608 -0.29912149 -0.791236950 -0.143178419 -0.26429615
## Hlil_191       2.1303879199 -1.03628145 -0.290329878 -0.556704356  0.39537996
## Hlil_193      -0.0564604705 -0.43094383 -0.282272144  0.655155468  0.80863688
## Hlil_195       0.3088669145  0.40725827  1.866428254 -1.704606833  3.24830280
## Hlil_196       0.3927507339  0.38024606  0.262001439 -0.727759717  0.44843538
## Hlil_197      -0.0856638031  1.93678715 -0.727170579  0.726431761 -0.47549624
## Hlil_198      -0.3463673233 -1.82168685 -1.519941231  0.152289695 -0.46887078
## Hlil_199       0.6115688835 -1.36723209 -0.359862818  1.316950125 -0.78085299
## Hlil_200      -1.0966512179  0.92271509  0.008453307 -0.371947255 -0.62863236
## Hlil_201      -0.0660002584 -0.16472211 -0.176202430 -0.205371226 -0.32432782
## Hlil_202       1.1616685884 -0.56508758  1.847072661 -1.524373621  0.44941024
## Hlil_203       1.0634308063 -0.06309064 -0.241531285 -0.006746872 -0.45669657
## Hlil_204      -0.8887069803 -1.35178380  0.921062378 -1.797857325  0.16832043
## Hlil_205      -0.0882967770 -0.04929305 -0.275446219 -0.749444842 -0.36966170
## Hlil_207       0.0093419897 -0.78305344 -0.287151907 -0.645073805  1.10720593
## Hlil_208       0.1088072304  1.38211068 -1.877662801 -0.658397460 -0.70559719
## Hlil_209       0.3113708160 -0.11299061  1.685586929 -0.580905003 -1.02047518
## Hlil_210      -0.0445925838  0.53481976 -0.734695508  0.684990003 -1.16236350
## Hlil_211      -1.5193599446 -3.18428803  0.541603494  0.642794951  1.43719496
## Hlil_212       2.3752105863 -2.38296503 -2.623292742 -1.873517006 -1.96010385
## Hlil_213       0.4121958469 -0.35450804  0.312360348 -0.389954848  1.63763528
## Hlil_214      -0.1214535520  1.23658892  0.556751810  0.849232110  0.16126644
## Hlil_215       2.7059504137  0.65420608 -0.008626350  0.127425379 -0.26833554
## Hlil_216      -1.6317102694  0.42236292  0.611613869  1.989305815  1.64707198
## Hlil_217       1.0882555064  1.77722571 -2.538650913 -1.392832158 -1.37272891
## Hlil_219       1.6352369523 -0.17436290  0.369931253  1.181043338  0.16492589
## Hlil_220      -0.3521416763 -1.39191481  0.999940066  0.345326092 -0.49788799
## Hlil_221       0.3014211513 -0.58943392 -0.412306597 -1.595013627  0.86523704
## Hlil_224      -1.0447630971  0.38993383  2.083786792  0.436152849 -1.47473626
## Hlil_225       0.1231642553  0.35595292 -0.929410332  1.348311079  0.63753714
## Hlil_226       0.3764009382  0.03619440 -0.594811522 -0.038447115  0.04363444
## Hlil_228       1.6605015760  0.58302550 -1.546376252 -0.489613778  0.05071386
## Hlil_229      -0.9379049133  0.36092960  0.124299441  0.895983105  0.16442210
## Hlil_231       1.0757637176  0.65934823 -0.398895255  0.946210891 -0.50221368
## Hlil_232       1.0223099094 -1.10358879 -0.265759788  2.195673737  1.15278457
## Hlil_233      -1.1634014943 -0.20327253 -0.739414877 -0.281845780  0.84756041
## Hlil_235       0.7747768697  0.38372370  0.053864251 -0.643963756 -0.08198684
## Hlil_239       0.8857826034  0.83632201  3.368364121  0.505260836 -1.92559138
## Hlil_240      -1.2037616674  1.20371087  0.637843802 -1.710210333 -0.53544205
## Hlil_241      -0.8686927252  0.91146897  0.872832798  1.460714404 -1.86134584
## Hlil_242       1.3454484319 -0.59384898  0.604244351 -0.620997272  0.41428821
## Hlil_243       0.2325202833 -0.01682881 -0.146910153  0.311892352 -0.15594775
## Hlil_244      -1.9450997915 -2.80470518  1.361318555  1.089123990 -0.08399896
## Hlil_245      -0.9611738465 -0.41897742 -0.469856234  0.183242580  0.01297326
## Hlil_246      -0.2004111253  0.01049940 -1.408138575 -0.259927331  1.37763305
## Hlil_247       0.0564301786 -0.07790966 -0.057868750 -0.668311570 -0.04654941
## Hlil_248      -0.7555709287  0.12539153 -0.559797367  0.727835943  0.70026831
## Hlil_NBG_351   0.2771113962 -0.03606104  0.275490300  0.304092315 -0.08221475
## Hlil_NC_167    0.6232169871  0.50921890  0.167491545  0.224677630 -0.23449969
## Hlil_NC_170    1.5069161034  0.60087403  0.858863393  0.438984760  0.43855340
## Hlil_NC_171    0.4371908928  0.57085336  0.126325133  0.024258863 -0.71483417
## Hlil_NC_172    0.2006098693  0.38774891 -0.223618973  0.183815426 -0.33926073
## Hlil_NTBG_260  1.7571006689 -0.78259836  0.521114219  0.384874553 -2.58682798
## Hlil_W_222     0.3071296853  0.13093561  0.259103757  0.126783805  0.23060960
## Hlil_W_223    -0.1916148078 -1.09507285 -0.456604342 -0.711695527  0.73031019
## Hlil_WBG_226  -2.9435045403  3.32640850 -0.363785461 -0.918498870  1.46057313
##                      PC76         PC77        PC78         PC79        PC80
## Hlil_130      -0.18249734 -0.544472084  0.62439509 -0.004953000 -0.30892996
## Hlil_132       0.41194882 -0.671417294 -1.17960343  0.525857332  1.32694539
## Hlil_137      -0.56223340 -0.868778381 -0.82985649  0.549103607  0.50973870
## Hlil_143       0.31595023  1.851161250 -1.39478108 -1.399263221  0.14171134
## Hlil_145      -0.62664116 -0.333056446  0.08735858 -0.528561180  0.01443700
## Hlil_146      -0.40959085 -0.263549065 -0.46300130  0.282944056  1.64492817
## Hlil_147       0.08789508  0.048795333 -0.27137496 -0.124194369  0.43552921
## Hlil_148      -0.42546757  1.075520904  1.17244837 -0.715424912 -0.62545916
## Hlil_150       0.36331306 -0.482593757  0.64016244 -0.948858021 -1.54582270
## Hlil_152      -1.01391081 -0.592375477  0.22661659  1.444914299 -0.22852189
## Hlil_153      -0.76016824  0.869798259  0.82024459 -0.193055369  2.30014845
## Hlil_154       1.10493909 -0.099799638 -1.42681865  0.004760904 -0.71486229
## Hlil_155      -1.86305275  0.766873701  3.51535645  1.549987945 -0.61788664
## Hlil_156       1.67819054 -0.492600492  0.07061472 -0.034962956 -1.64748212
## Hlil_157      -0.15463223 -0.654436308 -0.46554014 -0.149463223  0.50150900
## Hlil_158       0.62360854 -0.263075692 -1.19880822  0.419188128 -0.54321382
## Hlil_159      -0.97296737 -1.417140557 -2.05330594  2.139648409  0.67224251
## Hlil_160       0.09498828 -2.091342386  0.22138224 -1.689603638  1.31533199
## Hlil_161      -0.21629739  0.068317388 -0.01257123  0.078289320 -1.59145084
## Hlil_162       0.39455766 -0.006279539 -0.06087462 -0.627794295  0.32298877
## Hlil_163      -0.06400616  1.041884128  0.09120287 -0.391974554 -0.31079599
## Hlil_164       0.77016966  0.871750297  0.22371927 -0.364425209 -0.03779185
## Hlil_165      -0.01526298 -0.937725621 -0.07431606 -0.653679708 -0.19834547
## Hlil_166       0.52521337 -0.316132755 -0.42273520 -0.266623647 -0.41566430
## Hlil_168       1.09079025  1.302284823 -0.71081624  1.057487538  0.48589310
## Hlil_169       0.97164598  0.509690126  2.63101618 -0.518261229 -0.16451639
## Hlil_173       0.02464097  0.808210153 -0.55596925  0.972821371 -1.39482277
## Hlil_174       0.19440657  0.505465611 -0.21776247  0.972017868 -1.15135079
## Hlil_175      -0.94993578 -0.457665612  0.59574963  0.512538627  0.19063231
## Hlil_176      -0.03433650  0.478850107  0.46591595  0.107124995  0.48653113
## Hlil_177       1.26264956 -0.631671513 -0.10668236 -1.240990149 -0.97480400
## Hlil_178       0.54222836  0.545726769  0.20923495 -0.305673433  0.68434759
## Hlil_179       0.29160824 -0.259741733 -0.47234501  0.047853640 -0.22129976
## Hlil_180      -0.68514694 -0.636104179 -0.37879134  0.322480036  0.17392209
## Hlil_181       0.39018863  1.192221465  0.15511657 -1.631632005 -2.11383946
## Hlil_182       0.56198013 -0.047760191  0.35291718  1.191511700  0.89847276
## Hlil_183       0.10081713 -0.281871253 -0.06627962 -0.060456824  0.22647617
## Hlil_184      -3.60025373  0.478684361  0.77287255 -4.226921183  0.03920857
## Hlil_185       1.83869421 -1.428016507 -2.68386819  0.488184936 -1.05020544
## Hlil_186      -0.53440836 -1.869585893  0.97849609 -1.049834778 -1.78718799
## Hlil_188       0.52608712  0.791465438 -0.26353670 -0.684776784 -0.05136685
## Hlil_189      -0.49619888 -0.156694182 -0.54003728  0.224848872  1.74349931
## Hlil_190       0.62353475  1.864706573  1.10420486 -0.631936694 -1.81432174
## Hlil_191      -0.85126900 -0.888436485  0.07707268  1.149057249  0.64119666
## Hlil_193      -0.87116189 -1.116649101 -0.52900880  0.501381536  1.28060745
## Hlil_195      -2.29149107  2.250941220 -2.63880043 -1.272078609  0.57518215
## Hlil_196      -1.22284852  0.362363159  0.96724362  0.593148083 -0.11645002
## Hlil_197       1.19507243  0.037136122 -0.82702508 -0.312782673  0.41975444
## Hlil_198      -0.41446535  1.091676669  0.33229572  1.227047234  0.78711496
## Hlil_199       1.38334725  1.441338403 -0.64066625  0.583434481  0.30408521
## Hlil_200      -0.25313136 -1.988375988 -0.36610000  0.893124370  0.78522876
## Hlil_201      -0.25602347 -0.028469300  0.32154912  0.246714020  0.24894140
## Hlil_202      -0.20228039 -0.030423670  0.25850883 -1.000801983 -1.51082680
## Hlil_203       0.28411908 -1.554193187  0.27443546 -0.276960377 -0.25034319
## Hlil_204      -0.42081742 -0.040311048  0.96334057 -0.305270565  0.87714577
## Hlil_205      -0.45567207 -0.923608549 -0.85851378  0.313560490 -0.05229624
## Hlil_207       0.06109538  0.530193896 -0.73913832  0.100101296 -0.96499516
## Hlil_208      -1.51094975 -2.335832757  1.47697795 -0.174981052 -0.89552023
## Hlil_209       0.81323233 -0.702593250 -0.18928899 -0.396647990 -0.27836215
## Hlil_210      -1.11758677  0.945642499  0.07591189  0.355054952  1.29675020
## Hlil_211       0.44046281  0.654968866  0.47744735 -0.658004146 -1.00503495
## Hlil_212       1.65472024  1.782010117  0.83177227 -1.581951828  0.77577297
## Hlil_213      -0.20114720  0.178258614  0.24831019  0.370862549  0.68323912
## Hlil_214      -0.73528596 -0.176176310  0.02738724  0.383214068  1.44900260
## Hlil_215      -1.14554071 -0.490062343 -0.70476816  1.091940104 -1.30953190
## Hlil_216       0.15144978  0.305054811  1.13798745  0.633494788  0.82833369
## Hlil_217      -1.92702197  1.039847244 -1.70624341  0.678572781 -2.04238829
## Hlil_219       0.03169040 -0.211274667  0.27450766 -0.047493798  0.45318725
## Hlil_220       0.18080263 -1.987062272  0.13886685  0.113498103 -1.03436529
## Hlil_221      -0.49458224  1.324880784 -1.04447811 -0.025043962  1.36935372
## Hlil_224       0.49638212  0.951981944  0.82795825  0.105561729 -0.19131747
## Hlil_225       0.34339805 -1.293265040  1.26601882 -1.453260563  1.12883469
## Hlil_226      -1.06952450  0.595581830 -0.19601641 -0.539064094  0.54182311
## Hlil_228       2.59350167 -0.630174031  2.31856146  1.039695942 -0.28773543
## Hlil_229      -1.01373326 -1.094038287 -2.15314047 -0.080026123 -2.70783540
## Hlil_231      -0.24329677 -0.686294504 -0.02262093  0.083421769  0.33518851
## Hlil_232      -0.29926233 -0.216349879  1.79006104  2.345441245 -0.30852868
## Hlil_233      -1.38103958  1.371997440  0.93863255  0.812658662  0.33446781
## Hlil_235       0.10087010 -0.348663412 -0.78364579  0.238231006  0.69321150
## Hlil_239      -0.22752353  1.703629061  0.58003422  1.979538997 -2.44014529
## Hlil_240       2.02586016 -1.280410514 -0.16281048 -2.649605187  0.97467877
## Hlil_241       1.70923303  2.080047235 -1.52088347 -1.120097406  0.77003183
## Hlil_242       0.31606782  0.873620814 -0.03187696  0.742698863  0.35274861
## Hlil_243      -0.06675311  0.650323114 -0.48189728  0.059595687 -0.54328233
## Hlil_244      -0.43476953  0.689201750 -0.34533936  1.324145171 -0.15255531
## Hlil_245       0.33599496 -0.849100332  0.02204040 -0.207096853  0.31129070
## Hlil_246       0.44309476 -1.597002945  1.13878916 -1.037918248 -0.06475674
## Hlil_247       0.45643885 -0.721293642 -0.46317271  0.009874004  0.57961835
## Hlil_248       0.18471188 -0.533613712 -0.31850353 -0.003952228 -0.53313430
## Hlil_NBG_351  -0.17339294  0.041099314  0.11054342 -0.162498460  0.06391141
## Hlil_NC_167    0.02970615  0.184977467  0.49478548  0.269015030  0.74946359
## Hlil_NC_170    0.93068421  0.068931291  0.52033049 -0.242466365  0.92842361
## Hlil_NC_171    0.07113839  0.677904979  0.41191941  0.200087892  0.46332324
## Hlil_NC_172   -0.20323909  0.039345749  0.43290250  0.477054994  0.57093248
## Hlil_NTBG_260 -1.92226566 -0.251549469 -0.76310659 -1.454529165 -0.28357745
## Hlil_W_222     0.36665864  0.019012295 -0.36416716 -0.001243177 -0.27991205
## Hlil_W_223     0.80970371  0.469444133 -0.35265165  0.483329344  0.73317519
## Hlil_WBG_226   2.77360081  0.346293743  0.35832267  1.150975215  0.34232356
##                       PC81         PC82        PC83          PC84         PC85
## Hlil_130      -0.350942422  0.220448517 -0.86529993  0.0757276123 -0.131393453
## Hlil_132      -0.178906446  0.751310412 -0.67309360  0.3069556514 -0.229850118
## Hlil_137       0.130348951 -1.021856135  0.56920555  0.6634539951 -0.786510290
## Hlil_143       1.620865125  0.039173338 -0.90261337 -0.1213603537  0.952224741
## Hlil_145      -0.426325075 -0.273758795 -0.11621312  0.1935841645 -0.166629997
## Hlil_146       0.366410808 -0.801960500 -1.42854950  1.7368311062  0.737879923
## Hlil_147       0.158283096  0.670413183 -0.10187512  0.2181681770  0.489688340
## Hlil_148      -0.724908322  0.086805738  0.55197246 -0.5842934095 -0.077286239
## Hlil_150      -0.033699560 -0.518675930 -0.11871177  0.5123798479 -0.578048273
## Hlil_152      -1.143184578 -1.243216145 -1.32036367  0.7559384728 -0.451810929
## Hlil_153       1.768233946 -1.457618314  0.36632207  0.0946693073  1.178582424
## Hlil_154      -0.114287475 -0.731999010 -0.29849558  0.7168702628  0.092335729
## Hlil_155      -3.272652851 -2.382703017  0.92457900 -1.6949339024  0.067509766
## Hlil_156      -2.533686817  1.290146291  0.82909110 -1.3499156028 -0.575351653
## Hlil_157       0.657031271 -0.452857896 -0.77850964 -1.7740705726 -0.007201276
## Hlil_158      -0.027695638  4.398152662  0.92433418 -0.1522142223 -2.308737865
## Hlil_159       0.930240694  0.689064629  0.63381951 -0.0926093019 -1.327707071
## Hlil_160       1.147082197  0.806938712  3.05054483  0.3198220774  2.731882177
## Hlil_161      -0.722518800  1.157609292 -2.09919522  0.7896331020 -0.634234480
## Hlil_162      -0.135773556  0.536064081 -0.01195264 -0.1483746819  0.685295925
## Hlil_163      -0.014159245 -0.167744311  0.72588357 -0.3879717644  0.453712044
## Hlil_164       1.184943051  0.337408808 -0.08540907 -0.7594304208  0.205928126
## Hlil_165      -0.451167873 -0.801571353  0.71211346 -0.7008651369 -0.875390491
## Hlil_166      -0.116157402 -0.413906966  0.28101589  0.1669285875  0.684491225
## Hlil_168      -0.654380837  0.632670119  2.00833901 -1.0942073337  2.636438325
## Hlil_169       1.205951249  0.185141802 -1.98280120  1.7452581524 -2.216451688
## Hlil_173       1.405936531  0.829509995  1.04082367 -1.0134829847 -0.520798353
## Hlil_174       1.539726207  0.869101805  0.69205143 -0.8736080827 -0.378858994
## Hlil_175       1.106235988  0.934851951  0.53480293  0.6672171814  0.484047951
## Hlil_176      -0.140888184  0.172179860 -0.22226724 -0.1188577930 -0.216899264
## Hlil_177      -0.285192882 -0.448399359  1.06106888  0.0888733132  1.407817959
## Hlil_178      -0.444945571  0.805800888 -0.12755363  0.1385142210  0.047078219
## Hlil_179      -0.792980499 -0.983172409 -0.00942255 -0.2478540592 -0.634171870
## Hlil_180      -0.322959356  0.103879499 -0.72119199 -0.2498988219  0.398510472
## Hlil_181      -0.587954158  0.198890807 -1.35115415  2.5467383093  2.375689377
## Hlil_182       0.201033648  0.003351185 -1.26315343 -0.4875388782  0.066151248
## Hlil_183       1.450699062  0.739080223 -0.39832826 -0.3686556714 -0.558023292
## Hlil_184      -0.911464625  0.790389271  1.41397722  1.7186046253 -1.702342390
## Hlil_185      -0.859700416 -1.027599521 -0.59317436  0.9716219546  0.113294633
## Hlil_186       0.693024095 -0.199749761 -0.37082063 -0.7897733277 -0.129782031
## Hlil_188      -0.180090280  0.052498879 -0.50110272 -0.4790272023  0.208799329
## Hlil_189      -0.533527260 -0.118288191  0.28336431  1.0707143579 -0.577951685
## Hlil_190      -0.059133912  0.289864403  0.62900180 -0.8320601300  0.111934020
## Hlil_191      -0.543295329 -0.477881187  0.56903917  2.0522629120  0.336194559
## Hlil_193      -0.562078719  0.043577866  0.06843339 -0.5401772384  0.353209688
## Hlil_195      -0.317957841 -0.114659104  0.08297247 -2.2186360868 -1.499992908
## Hlil_196       0.271428289 -0.515563777 -0.97977623 -0.6403925324 -0.261104924
## Hlil_197       0.828101896  0.487250927 -0.52747656  0.3486084201  0.644541271
## Hlil_198       0.034339810  0.985123872  0.34767711  0.0542093088  0.670354774
## Hlil_199      -0.265432538 -0.888044688  0.68486213  0.6344705716  0.731083596
## Hlil_200      -1.890049022  0.651395573 -1.12075156 -1.0656493165  0.370920187
## Hlil_201      -0.050404867  0.029231210  0.18975246  0.0698963624  0.198793581
## Hlil_202      -0.078410004 -0.883487649  0.89205365  0.6481156594 -0.146672102
## Hlil_203       0.364680345  0.926194733  0.50879303  0.1834067096 -0.618863387
## Hlil_204       0.358773132  1.288156046  0.04492990  1.8963805093  0.160666200
## Hlil_205      -0.398663129 -0.250033296  0.53692559  0.3938967304 -0.432933690
## Hlil_207      -0.413914289  0.514143462 -0.46381469  0.3868335668  0.705943812
## Hlil_208       2.282239983  0.389142930 -1.51077631  0.3890953611  1.094173180
## Hlil_209       0.496166314 -0.829943585  0.07075129  0.8989832635 -1.798810288
## Hlil_210       0.473227834 -0.710184146  0.49903546 -0.0280359925  0.329174849
## Hlil_211       2.477074913 -1.057516367 -1.63701750 -0.5495715115  0.291359921
## Hlil_212      -1.064563056 -1.145665766 -0.32235118 -0.7752781116 -2.436185370
## Hlil_213       0.003662511  0.165976683 -0.07026499  0.8337276963 -0.147887912
## Hlil_214      -1.005810990  1.178755256  0.65867034  0.6333737228 -0.225217923
## Hlil_215       2.211691425 -1.612321461  1.02856067 -1.2831002430 -0.294727139
## Hlil_216      -0.890576547  0.781523409 -1.29547582 -1.1679857258  1.366420597
## Hlil_217      -1.080658429  0.346026125 -0.79985357  1.8864601513  1.110818508
## Hlil_219      -0.344649841 -1.787204999 -0.68207285  0.6787152749  0.327055822
## Hlil_220      -0.479720762 -0.206979603  1.75951170 -0.2960540138 -0.885467949
## Hlil_221      -0.532795782 -1.314304157 -0.31535054 -0.8672423962 -0.165508465
## Hlil_224       0.035462742  0.937972983 -0.17380159 -1.0238174056  0.058985952
## Hlil_225      -0.078349799 -0.093883661  0.93253018 -0.6563817223 -0.503100422
## Hlil_226       0.466761197  0.991202157  0.50223941 -0.1197935428 -0.297797386
## Hlil_228      -0.484383523  1.875949086 -0.04113960  0.3577646008  0.317195422
## Hlil_229      -0.536598499 -1.592476060  0.10982955 -0.5576170500 -0.152044204
## Hlil_231      -0.067693351 -0.291791608 -0.18488748 -0.1121670703  0.106273254
## Hlil_232       1.009207328  0.433957170 -1.10841510 -0.5123667556 -0.564480225
## Hlil_233       0.259239410  1.591622877  0.96293128  0.2686946128 -0.084315216
## Hlil_235      -0.527301904 -0.238976927  0.06951087  0.6011394207 -0.012225748
## Hlil_239       0.429326490  0.037337374  1.70802191  0.4264599141  1.395330833
## Hlil_240      -2.182059426  0.305914895 -1.15984801 -1.2583050415  1.763914800
## Hlil_241       1.018327269 -0.798782976  0.53685559  0.7430907347 -0.592723526
## Hlil_242       0.544532742 -0.063946033 -1.40449933 -0.6312214593 -0.085733987
## Hlil_243      -0.266666060  0.442600096 -0.03158972  0.9802771175 -1.203245843
## Hlil_244      -1.026029769 -0.538086642  0.61745620  0.9959847803  1.229161481
## Hlil_245      -0.562608649 -0.296750075 -0.10998801  0.0009798369 -0.513886888
## Hlil_246       2.013439809 -1.576944416  1.53913182 -1.3122943762  0.536367239
## Hlil_247      -0.141540050 -0.305513887 -0.06658682 -0.7529284659 -0.394495486
## Hlil_248       0.968628997 -0.836202173 -1.50488140 -0.6811887681  0.165165625
## Hlil_NBG_351   0.317397850  0.611131939  0.09493619  0.0465915157  0.041353237
## Hlil_NC_167   -0.356958422 -0.250485472 -0.03038155  0.6890770583  0.102101371
## Hlil_NC_170   -0.081127580 -0.778326474 -0.28138997  0.1006533388 -0.923681415
## Hlil_NC_171   -0.403535591 -0.310733986  0.25387441  0.6101899177 -0.365875056
## Hlil_NC_172   -0.424155007 -0.368078732  0.03983200  0.2814148251  0.345373205
## Hlil_NTBG_260  0.027158947  1.486585062 -1.28560310 -1.7067250742  0.989483300
## Hlil_W_222     0.091588758  0.050009569 -0.12072138 -0.1401787066 -0.111837882
## Hlil_W_223    -0.083815955  0.454271850 -1.08298045 -1.9244485475 -0.310204547
## Hlil_WBG_226   0.612584858 -1.415952979  2.11151906  1.5533024355 -1.756256626
##                      PC86         PC87         PC88         PC89         PC90
## Hlil_130      -0.21895398  0.102834797  0.188552298 -0.516217761 -1.135688643
## Hlil_132       0.31751966  0.474565723 -0.277574679  0.544212074 -0.605958993
## Hlil_137       0.56339281 -0.409023499  0.076402932  0.171347812  0.400089890
## Hlil_143      -0.31942223  0.573632133 -0.496300053 -0.607363542 -0.637500826
## Hlil_145       0.17645534 -0.125940828 -0.328672152 -0.333516717  0.289183522
## Hlil_146       0.65066682  1.249367180  0.246668752 -0.197768287 -0.052568221
## Hlil_147      -0.47312103  0.220153002 -0.213920442  0.411766979  0.362105503
## Hlil_148      -0.48070925  0.103439280 -0.397042480 -0.329049572 -0.204780041
## Hlil_150      -0.38877609  0.730369132  0.224457299  0.040868045 -0.252410570
## Hlil_152       0.10879935 -0.554349642  0.801393912  0.458650670 -0.417477991
## Hlil_153      -0.09118164 -0.420413933 -1.734832093  0.507113176 -0.130830604
## Hlil_154      -0.31461850 -0.372646592 -0.529172801  0.432219610 -0.127752084
## Hlil_155       0.08831199 -1.158509332  0.684836515 -0.026594857 -1.270747906
## Hlil_156       1.38352358 -1.294446031 -2.761792246  1.718515674  3.072705623
## Hlil_157       0.39561125  1.580985960 -0.094687172 -0.408266090  0.249510215
## Hlil_158      -0.29765307 -0.330156870  3.485775832 -1.585551486 -0.910441773
## Hlil_159      -0.22258332 -1.126506651 -0.214758511  0.803479263  0.326859884
## Hlil_160      -1.19956244  0.526784301 -0.050968476 -1.098384764 -1.545079992
## Hlil_161       1.01845769  1.204758224  0.700241723 -0.291275678  0.456661401
## Hlil_162      -0.45571725 -0.137170951  0.435242653  0.061961191 -0.334681101
## Hlil_163      -0.21930654 -0.312515002 -0.008732627  0.276745814 -0.032836157
## Hlil_164       0.24172877 -0.309190037  0.723563366 -0.040708935  0.429459538
## Hlil_165       0.01396763  0.238528686  0.015699272  0.268279138 -0.111704232
## Hlil_166      -0.63812087  0.071956786  0.540409529 -0.157377384  0.011685061
## Hlil_168       3.84695208  1.947781990  0.974688014 -0.083584640  0.758659260
## Hlil_169      -2.34586393 -2.488118069 -1.268137854 -0.522977564 -0.076740328
## Hlil_173      -0.18021223 -0.628864011 -0.173986875  0.320291047  0.125337069
## Hlil_174      -0.55466327 -0.589026051  0.087818917  0.941419835 -0.255660510
## Hlil_175      -1.94009779  1.081029028  0.782499868  1.986907186  2.440636055
## Hlil_176       0.20272364  0.137272658  0.533939769 -0.803276470 -0.781406987
## Hlil_177      -0.34927136 -1.173018451 -0.260718483 -0.053512762  0.244416224
## Hlil_178       0.34688548  0.271079874 -0.060338756  0.274834194  1.579431792
## Hlil_179       0.44444067  0.246874841 -0.229466581  0.236773812 -0.176985139
## Hlil_180       0.29710323  0.209692853 -0.103712554  0.332743045  0.017938996
## Hlil_181       0.22232796  0.424193098  0.596581351  0.184757069  0.210411087
## Hlil_182       0.12987415  0.117704579 -0.113544229  0.787946066  0.282505526
## Hlil_183       0.59732800  0.312726934  0.171304480  0.300580059  0.571586104
## Hlil_184       1.26613459  0.263442432 -0.754296353 -0.340520888  0.613075637
## Hlil_185      -0.71423501  0.099255135 -1.099918373  0.178370612 -1.278669516
## Hlil_186       0.40570440  2.270566236 -0.452342449 -1.116605778  0.424875960
## Hlil_188       0.19888724 -0.076394641  0.545993811  0.067739161  0.129581954
## Hlil_189       0.16446089 -0.447173484  0.120607570  0.001279213  0.231170534
## Hlil_190      -0.77980189  0.899945110  0.119033206 -0.202136106 -0.344053190
## Hlil_191       0.29041976 -0.094991018 -0.362212387 -0.069538896  0.064035822
## Hlil_193      -0.06477100 -0.342886670  0.183037625  0.640034805  0.160812211
## Hlil_195      -0.60430573  0.336909434 -1.359326978  2.257695599 -2.772445843
## Hlil_196       0.67270615  0.581081160  0.073261752  0.103473689 -0.862609439
## Hlil_197      -0.13363161 -0.217390396 -0.255728000  0.354952353  0.324878910
## Hlil_198      -0.29261438 -1.189252669  0.315691224  0.789677574  0.120082873
## Hlil_199      -0.28044952 -0.742827161 -0.171409488  0.648909355 -1.055769920
## Hlil_200      -0.48026702  1.559464026 -0.231861270  0.039042738  0.115302043
## Hlil_201       0.07673351  0.107151472 -0.053476105 -0.136443335  0.138100134
## Hlil_202       0.57782121 -0.231569950  1.135758698 -0.575551289  0.104872725
## Hlil_203       0.50338336 -0.077876878 -0.573294279  0.363532953 -1.028043729
## Hlil_204      -0.09523707 -0.317762301 -0.532231476 -0.071056831  0.038761563
## Hlil_205      -0.85433105  0.147475024 -0.332697405 -0.154890776  0.118472024
## Hlil_207      -0.64420135 -0.050918258 -0.080032585 -0.167294682  0.157054404
## Hlil_208       3.57470347 -3.003291723  1.755518276  1.306354613 -0.189228471
## Hlil_209       1.80212764  0.138437944  0.289984910  0.240013342 -0.414171380
## Hlil_210       0.36467607  0.084421401  0.180870340 -0.311091605  0.356469315
## Hlil_211       0.34282252  0.176464583  0.339687947  0.127258050  0.345267345
## Hlil_212       0.69691429  1.436204348  1.659176569  1.593854597  0.008960334
## Hlil_213       0.42126739 -0.505301603  0.025532000  0.196766969 -0.405345565
## Hlil_214      -0.50350217 -0.059932313 -0.114480494 -0.193283198  0.135071458
## Hlil_215      -0.71963875  0.575732767  0.365283364 -1.300866529  0.847028944
## Hlil_216      -1.18670359  0.069219288  0.408827293  0.679246681  0.101809005
## Hlil_217      -1.43854021  1.359656096 -1.433284418 -1.523831381  0.689837673
## Hlil_219       0.59459551  0.686359649  0.496284991 -0.061022399 -0.355827902
## Hlil_220      -0.05288444 -0.064899154 -0.035306346 -0.293120230  0.424745800
## Hlil_221      -2.19964989 -1.910289345  2.899155650 -2.194332748  3.323376303
## Hlil_224       0.13564474  0.809256831 -0.173946115 -0.670516139  0.703951523
## Hlil_225      -0.78308799  0.843752087  0.202974760 -0.915126048  0.542494235
## Hlil_226       0.26795674 -0.173249192 -0.257053333  0.260992304 -0.646770286
## Hlil_228      -0.66694052 -0.131160351 -1.314855204  0.751826370 -1.136643001
## Hlil_229      -0.86593405 -1.073400165  0.513968408  0.224421946 -0.253505548
## Hlil_231       0.34106005  0.007281165 -0.109246273  0.048844684 -0.414515517
## Hlil_232      -0.85463968  2.514830589 -0.376690546 -0.389537803 -0.875544936
## Hlil_233      -0.21121907  0.218147987 -0.975052299  0.047411574  0.098041432
## Hlil_235       0.31232261  0.428577888 -0.397599441 -0.688808673  0.308176198
## Hlil_239       0.05086453 -0.997941635 -0.101963768  0.345711390 -0.509430155
## Hlil_240      -1.09968803 -1.236320007  1.350424553  0.253857816 -1.036957110
## Hlil_241       0.89093022 -0.948623090 -0.091975339  0.473604604 -0.081959966
## Hlil_242      -0.20557262  0.475382962  0.424807118  0.503411062  0.279105583
## Hlil_243       0.68386814  0.400417790  0.051071960 -0.032054663 -0.375791413
## Hlil_244       0.70343155 -0.535592489  0.041281223 -0.184975429  0.359438077
## Hlil_245      -0.23164504  0.010233690 -0.006206908  0.145677168 -0.079587748
## Hlil_246      -1.01336682  0.024861759 -0.693364937  0.436454360  0.166657405
## Hlil_247      -0.10627103 -0.246761472  0.252554020  0.319904789  0.145901886
## Hlil_248       0.15254034 -0.051673806 -0.070092354 -0.107624182  0.374411027
## Hlil_NBG_351  -0.17337845 -0.013240027  0.071530009  0.036336534  0.050693978
## Hlil_NC_167   -0.08351571 -0.153889798  0.222057128 -0.314483557 -0.527275087
## Hlil_NC_170    0.07848035  0.334199382 -1.922751780  0.314843617  2.737298699
## Hlil_NC_171   -0.35521691 -0.249046482  0.492885768 -0.297931331 -0.469349251
## Hlil_NC_172   -0.39305380 -0.088365505  0.533435190 -0.458808476 -0.909783286
## Hlil_NTBG_260 -0.13159601 -0.924827624 -0.529273393  0.697154993 -0.161216922
## Hlil_W_222    -0.12582627 -0.045492095  0.019188212 -0.020062875  0.022929073
## Hlil_W_223     2.15875723 -2.067904438 -2.709608631 -5.172016574 -0.676935139
## Hlil_WBG_226   0.26026684  1.015682396  0.529977735 -0.491108344 -0.669242420
##                      PC91          PC92         PC93          PC94
## Hlil_130      -0.43058155  0.4057622330 -0.039215873 -0.0097256418
## Hlil_132      -0.62844637 -0.1825376358  0.174185775 -0.0712963578
## Hlil_137      -0.06611517 -0.2608696368 -0.009192865  0.0077374990
## Hlil_143      -0.22065618 -0.6402521303 -0.553402703  0.1348940381
## Hlil_145       0.27848055 -0.3739581379 -0.068429284  0.0291843645
## Hlil_146      -1.43667707 -0.3106964956 -0.064779001  0.0375545662
## Hlil_147       0.19070111 -0.0019539023 -0.125498224 -0.3323285199
## Hlil_148       0.35279741  0.4883258625  0.084578552  0.0806696603
## Hlil_150       0.34593007  0.2505511119 -0.023041450  0.0137885514
## Hlil_152       0.46483491  0.6323309201 -0.160954119  0.4137017943
## Hlil_153      -0.16431531 -0.0833901350  0.146745640  0.1800229029
## Hlil_154       0.08016796  0.1040198088  0.308052675 -0.0496651952
## Hlil_155      -0.13228452  0.5317741231  0.095469859  0.1211975835
## Hlil_156      -1.21367360 -3.2631337394 -0.521943998 -0.0601353871
## Hlil_157      -0.65824752 -0.5449113393 -0.166648131 -0.0917859314
## Hlil_158       0.71403004  0.9810689096 -0.584786688 -0.0833119661
## Hlil_159      -0.36706672  0.0327886208  0.341118372 -0.1088026345
## Hlil_160      -1.03523477  0.3884848553 -0.198309072  0.2771741585
## Hlil_161       0.15508306  0.7606361135 -0.120314665  0.1282438896
## Hlil_162       0.04015402  0.0883197248 -0.095563308  0.0738565445
## Hlil_163       0.46813532  0.3120173223  0.038572420 -0.0732502989
## Hlil_164       0.06016326 -0.3243294715 -0.087528204 -0.0337938310
## Hlil_165       0.72064878 -0.1872490822  0.438663956  0.1289182995
## Hlil_166       0.02878991 -0.1243624887  0.253904873  0.0345354753
## Hlil_168       0.24782725  0.2298725800 -0.498585054 -0.0919463159
## Hlil_169      -0.44227586 -0.5148178915  0.233552887  0.2808946961
## Hlil_173      -2.79721912  0.6356669054  0.110878270  2.8837329631
## Hlil_174      -2.37652021  0.8368782336 -0.792520628 -2.5901529059
## Hlil_175       5.01868146 -1.6433735318 -0.226961927  0.1808422605
## Hlil_176       0.03359842 -1.4815210208 -0.688614014  3.8329932920
## Hlil_177      -0.24622261 -0.1554256228  0.019436444 -0.0323552366
## Hlil_178      -0.05626393  1.9452632656  6.097233904 -0.0876497062
## Hlil_179       0.10755297  0.3590879851 -0.041305389  0.0001097613
## Hlil_180      -0.20987663  0.2081557409 -0.136366538 -0.0668657998
## Hlil_181      -0.07628922 -0.1459032628 -0.193741829 -0.0998854962
## Hlil_182      -0.08485574 -0.0938861804  0.014855738  0.1008705203
## Hlil_183      -0.33907934 -0.0442895068  0.115875401 -0.1002288960
## Hlil_184      -0.94446007  0.1744163451 -0.178812638 -0.1335067966
## Hlil_185       0.35474977  0.8931444168 -0.081383426  0.2352602674
## Hlil_186      -0.08284945 -0.3296124645  0.106660934 -0.2304319578
## Hlil_188       0.48085312  0.1167539982  0.001171713 -0.1242480550
## Hlil_189      -0.45875654 -0.1079111604  0.075594386  0.0040338742
## Hlil_190       0.49068552  0.0152517310  0.104590668 -0.0119313730
## Hlil_191      -0.12545487 -0.1223101459  0.134485761 -0.0044257650
## Hlil_193      -0.35904245 -0.0809807598 -0.093442829  0.1172722553
## Hlil_195       1.59900834 -0.0516666598  0.070642263 -0.0625735376
## Hlil_196      -0.08464090  0.0003633439 -0.002254181 -0.0938985493
## Hlil_197       0.19786836 -0.1369547657 -0.048854811  0.1930975416
## Hlil_198      -0.07719524  0.2628944347  0.152619917  0.1788484725
## Hlil_199       0.53740341  0.6007816271  0.004355927  0.0579083596
## Hlil_200      -0.43519895 -0.2167716062  0.008603317 -0.0187946479
## Hlil_201       0.06969934  0.0399605164 -0.055197378 -0.0402381110
## Hlil_202       0.42127122  0.0744983758  0.099473831  0.0959675950
## Hlil_203      -0.35621708 -0.2055389117  0.033229885 -0.0982229052
## Hlil_204      -0.40629589 -0.3301153095 -0.055379486 -0.0348054633
## Hlil_205       0.06675164  0.1240216016  0.032864414  0.0150886756
## Hlil_207      -0.41719036 -0.0491927380  0.083828204  0.0453168224
## Hlil_208       0.70913709  0.3456448995 -0.150434751 -0.0594767401
## Hlil_209       0.21894506 -0.5003732426 -0.103970257  0.0138901567
## Hlil_210      -0.14059331 -0.0171066989 -0.292864518  0.0630440425
## Hlil_211      -0.20598151 -0.1121117117  0.055471811 -0.1076546146
## Hlil_212      -0.80255360 -0.1237664106  0.220166453 -0.1412925232
## Hlil_213       0.29094108  0.0147420805  0.223169122 -0.0438197539
## Hlil_214       0.24943871 -0.0779816466 -0.088122481 -0.1172281222
## Hlil_215       0.51073214  0.1873814557  0.351787306 -0.0527860214
## Hlil_216      -0.47144932  0.3314686425 -0.385208234 -0.0673228348
## Hlil_217      -0.45144796 -0.1851744906  0.104393980 -0.1086609315
## Hlil_219       0.42418984 -0.1131589463  0.299826956  0.1099054510
## Hlil_220       0.23060478  0.2429795613  0.083546509  0.0735237012
## Hlil_221      -0.93127195 -0.5098045323 -0.251974209 -0.0290066693
## Hlil_224      -0.14324403 -0.1491620222 -0.196127042 -0.1646917976
## Hlil_225      -0.21182062 -0.4085603949 -0.034043416 -0.0594826947
## Hlil_226      -0.05838327  0.2175494082  0.073806231 -0.0429235947
## Hlil_228       0.70049911  0.2513096657  0.080055583  0.0288312746
## Hlil_229       0.16312603 -0.0422392249  0.331763924 -0.0636445292
## Hlil_231       0.15457150 -0.0153474574  0.180575760  0.0640998785
## Hlil_232      -0.45751925 -0.2684798408  0.311349737 -0.0855904179
## Hlil_233       0.10542636  0.4385478172  0.002154579  0.0281904886
## Hlil_235       0.13382908  0.0310577015  0.029180318 -0.0237444001
## Hlil_239       0.27716070  0.3539295818  0.056862318  0.0291072283
## Hlil_240       0.30812731  0.6766087331 -0.140417051  0.1448006602
## Hlil_241       0.40656672 -0.5086279965  0.140308730  0.0954501655
## Hlil_242      -0.47656292 -0.7539378466  0.022783781 -0.1940132114
## Hlil_243       0.43408825 -0.1412400653 -0.412512623  0.2014001529
## Hlil_244      -0.28993096  0.1715657650 -0.036152197 -0.0689083198
## Hlil_245      -0.23611643  0.2341090555 -0.014910222  0.1750280780
## Hlil_246       0.06879059  0.0755096639  0.380496556 -0.1923184758
## Hlil_247       0.02352427 -0.1241584101  0.058477395  0.0028674034
## Hlil_248      -0.39932080  0.0175621682 -0.217877039 -0.1701195964
## Hlil_NBG_351   0.16622510 -0.1504212671 -0.065747954 -0.0185622721
## Hlil_NC_167    0.01311502 -1.0806911289 -0.397350387 -0.3965456267
## Hlil_NC_170    0.85557716  5.1275362831 -2.964709255  0.4444117026
## Hlil_NC_171   -0.39404116 -0.5603775825 -0.672043173 -2.9874892172
## Hlil_NC_172    0.04196457 -1.6995495248 -0.601326182 -0.5013643887
## Hlil_NTBG_260 -0.01154543  0.2193792470 -0.018257736 -0.1017300806
## Hlil_W_222    -0.07402466 -0.0709059010  0.023228618 -0.0301504599
## Hlil_W_223     2.31005839 -0.2679344054  0.430391168 -0.5598588620
## Hlil_WBG_226   0.16250430 -0.5409459552  0.116033621 -0.1336236309
##                        PC95          PC96         PC97       pop   missing
## Hlil_130       0.1847165445  1.243058e-01  0.063026930    il_130 0.2573884
## Hlil_132       0.0564635156  2.684269e-02 -0.077827537    il_132 0.2151183
## Hlil_137       0.0195120848  4.854238e-02 -0.024654319    il_137 0.3489933
## Hlil_143      -0.0045269426  3.852797e-02 -0.073927827    il_143 0.3947957
## Hlil_145      -0.0016762607  7.489760e-02 -0.033942312    il_145 0.2417285
## Hlil_146      -0.0171615041  1.575999e-01  0.123220059    il_146 0.4548452
## Hlil_147       0.1818021728 -4.714238e-02 -0.025369813    il_147 0.1415283
## Hlil_148       0.0338388548 -4.620850e-02 -0.017754004    il_148 0.1936889
## Hlil_150       0.0501691768 -8.513397e-03  0.059496045    il_150 0.1524785
## Hlil_152       0.0135122759  9.516584e-02 -0.019913949    il_152 0.1588367
## Hlil_153      -0.0592478733  4.268858e-02 -0.041395993    il_153 0.1387025
## Hlil_154      -0.0494442626  8.296572e-02 -0.071977770    il_154 0.1732015
## Hlil_155      -0.0950822680 -1.256975e-01 -0.072486756    il_155 0.4628518
## Hlil_156      -0.0428406194  3.331180e-02  0.041360385    il_156 0.4116331
## Hlil_157      -0.0689153510 -1.294982e-01 -0.073025484    il_157 0.2562110
## Hlil_158       0.0800568053 -2.473487e-01  0.143291536    il_158 0.3286236
## Hlil_159      -0.0415643143  7.415790e-02 -0.049699325    il_159 0.1928647
## Hlil_160       0.0791927884 -2.730990e-02 -0.103348191    il_160 0.3202637
## Hlil_161       0.0090635764 -1.372025e-01 -0.011384457    il_161 0.1331685
## Hlil_162       0.0399769991  5.242357e-02  0.031904356    il_162 0.1676675
## Hlil_163      -0.0113149993 -2.846394e-02 -0.090188424    il_163 0.1209231
## Hlil_164      -0.0086959627 -2.864352e-02  0.033354413    il_164 0.1723773
## Hlil_165      -0.1146073243 -1.988518e-03 -0.063229561    il_165 0.1399976
## Hlil_166      -0.0192905715  4.239554e-02 -0.014931238    il_166 0.1537737
## Hlil_168      -0.0107606497  4.608386e-02 -0.085094957    il_168 0.3674791
## Hlil_169      -0.0832771801  4.449867e-02 -0.020721768    il_169 0.1846226
## Hlil_173       3.0611996528 -6.423389e-01  0.358182193    il_173 0.1590722
## Hlil_174      -3.4615772530  2.215462e-01 -0.195627150    il_174 0.1323443
## Hlil_175       0.2601449578  4.504181e-02 -0.109747182    il_175 0.3300365
## Hlil_176      -2.4223441893  2.108518e+00 -1.279748276    il_176 0.1868598
## Hlil_177      -0.0293776147  1.177966e-01 -0.018185113    il_177 0.1543624
## Hlil_178      -0.5356039778  1.588441e-01  0.194359521    il_178 0.2042859
## Hlil_179      -0.0481369368  1.015989e-02 -0.037348280    il_179 0.1428235
## Hlil_180       0.1585244307  9.581551e-02 -0.114593931    il_180 0.1428235
## Hlil_181      -0.0609181842  9.823656e-02  0.040549894    il_181 0.3752502
## Hlil_182       0.0414302811  8.592744e-02 -0.018951601    il_182 0.1893324
## Hlil_183       0.1896600240  1.801505e-05  0.124434878    il_183 0.2863535
## Hlil_184      -0.2077199042  2.768367e-02  0.159517634    il_184 0.5437419
## Hlil_185      -0.0580826116  1.207192e-02  0.008424948    il_185 0.3174379
## Hlil_186       0.0951668871 -1.013613e-01 -0.045719006    il_186 0.3730131
## Hlil_188      -0.0342231010 -7.272117e-02 -0.033832888    il_188 0.2930649
## Hlil_189       0.0741673570  7.643340e-02  0.037301970    il_189 0.3982103
## Hlil_190       0.0379768904 -8.116440e-02  0.035895902    il_190 0.2822324
## Hlil_191      -0.0643446351  1.134425e-02 -0.014755015    il_191 0.3029554
## Hlil_193       0.0597641875  8.585620e-02 -0.038787942    il_193 0.2188861
## Hlil_195       0.0176803202  2.522238e-03 -0.008173687    il_195 0.5539856
## Hlil_196       0.0099384521 -7.797646e-03  0.026773216    il_196 0.2206523
## Hlil_197       0.0365777132  4.359955e-02  0.062812012    il_197 0.2393736
## Hlil_198      -0.0255907684  4.908014e-02  0.049913432    il_198 0.2623337
## Hlil_199       0.0341862980 -4.383900e-02  0.082374924    il_199 0.2709290
## Hlil_200       0.0206104520  9.704511e-02 -0.005980014    il_200 0.2297186
## Hlil_201       0.0261197563 -2.956058e-02 -0.013473566    il_201 0.2666902
## Hlil_202      -0.0421524853 -4.598786e-02  0.050249357    il_202 0.2162958
## Hlil_203      -0.0085529920  1.456515e-02 -0.044586534    il_203 0.2883551
## Hlil_204       0.0726130382 -1.252119e-01  0.026736807    il_204 0.3869069
## Hlil_205      -0.1134445572 -5.962474e-02 -0.014753708    il_205 0.1717885
## Hlil_207       0.0048912546  5.149733e-02 -0.004505683    il_207 0.2750500
## Hlil_208       0.0587535029  8.301635e-02 -0.063104362    il_208 0.5302013
## Hlil_209      -0.0210967368  1.805814e-02  0.142947313    il_209 0.3298010
## Hlil_210      -0.1626388109 -1.254708e-01  0.103967111    il_210 0.2369010
## Hlil_211       0.1919820076 -7.215809e-02  0.075267970    il_211 0.2463205
## Hlil_212       0.1527511860 -1.522296e-01  0.104371231    il_212 0.5289062
## Hlil_213       0.1226700567 -6.947132e-02  0.029806825    il_213 0.2325444
## Hlil_214      -0.1025360863  1.246597e-01 -0.111331629    il_214 0.1475333
## Hlil_215      -0.0897791749  2.496285e-02  0.051582983    il_215 0.4506064
## Hlil_216       0.0608749348 -5.374543e-02 -0.070647795    il_216 0.3773696
## Hlil_217      -0.1823730433 -3.594333e-02 -0.084179053    il_217 0.4803956
## Hlil_219       0.1204843145  3.478925e-02 -0.077666069    il_219 0.2097021
## Hlil_220      -0.0673189547  7.364393e-02 -0.109233537    il_220 0.2089956
## Hlil_221      -0.1831821286 -1.583188e-02 -0.053491260    il_221 0.5767102
## Hlil_224       0.0676482051 -4.834843e-02  0.016653955    il_224 0.2434946
## Hlil_225       0.0198364577  7.340153e-02  0.018759359    il_225 0.4469563
## Hlil_226       0.0155873482 -2.819887e-02  0.020815774    il_226 0.2783469
## Hlil_228      -0.0212457258  1.113924e-01  0.030329528    il_228 0.4666196
## Hlil_229      -0.0304629926 -5.097344e-02 -0.117861369    il_229 0.4713293
## Hlil_231       0.1885392023 -8.124715e-02  0.039830047    il_231 0.3812552
## Hlil_232       0.1779006874  6.343675e-02 -0.092266937    il_232 0.5412693
## Hlil_233      -0.0258399345  6.671844e-02  0.000216492    il_233 0.3303897
## Hlil_235      -0.0535824775  2.789974e-04  0.021030204    il_235 0.2239491
## Hlil_239      -0.0003882497  6.840943e-02  0.070687517    il_239 0.5230190
## Hlil_240       0.0590855748 -1.612131e-02 -0.040853096    il_240 0.5635229
## Hlil_241      -0.0642401296 -5.333094e-02  0.060516537    il_241 0.4507241
## Hlil_242       0.0256440431 -6.316930e-02 -0.025263880    il_242 0.3789003
## Hlil_243      -0.1174585624 -5.026309e-02  0.014142209    il_243 0.2466737
## Hlil_244      -0.0473126513  1.542238e-01 -0.099487751    il_244 0.3840810
## Hlil_245       0.0883668946 -1.234087e-02  0.031436069    il_245 0.4166961
## Hlil_246      -0.0201680210  1.246065e-01 -0.118836355    il_246 0.3155540
## Hlil_247      -0.0049205150 -4.227813e-02 -0.013428340    il_247 0.3394560
## Hlil_248      -0.0716096828 -2.275048e-02 -0.055886135    il_248 0.3493465
## Hlil_NBG_351   0.0492839385  3.519990e-02 -0.015508928 il_NBG_35 0.2856470
## Hlil_NC_167   -0.1394354225 -4.567863e+00 -1.820768277 il_NC_167 0.1396444
## Hlil_NC_170   -0.0754169048 -1.017100e-01  0.425135681 il_NC_170 0.3449900
## Hlil_NC_171    2.8436864889  2.563957e+00 -1.568305967 il_NC_171 0.1129165
## Hlil_NC_172   -0.1266863040 -2.740898e-01  4.416157420 il_NC_172 0.1422348
## Hlil_NTBG_260  0.2256977346 -5.640878e-02  0.036051636 il_NTBG_2 0.3236783
## Hlil_W_222    -0.0697853904  1.226388e-02  0.051121632  il_W_222 0.4463676
## Hlil_W_223     0.1089956851 -1.085626e-02  0.018010019  il_W_223 0.3381608
## Hlil_WBG_226  -0.1087918164  1.139481e-02 -0.024253920 il_WBG_22 0.5464500
## 
## [[2]]
##                     PC1         PC2          PC3         PC4          PC5
## Hlil_130      -5.509311  -2.6802533   0.52547499 -1.24883495  3.420138047
## Hlil_132      -5.834578  -3.8858139   0.80993619  0.60456984  1.788530323
## Hlil_137       3.358140   2.0198911  -0.55873745 -1.01941877  2.979225083
## Hlil_143      -5.847717   3.6884528   0.16240936 -1.82161358 -0.250228934
## Hlil_145      -6.055754  -3.0532886   0.24739756  0.48954996 -1.245015036
## Hlil_146      -4.116755  -2.0774884   0.31253558 -0.44305366  0.088361427
## Hlil_147      -5.862412  -3.3394040  -0.10992876  5.21075087 -0.871767695
## Hlil_148      -7.412092   4.9747043  -0.42962788  0.38068763 -0.403435401
## Hlil_150      -5.790898  -2.8387818   0.08885740  3.16980613 -4.472648860
## Hlil_152      -7.156413   3.9644438   0.11090187  0.61917104 -0.958187103
## Hlil_153      -7.293250   4.9245016  -0.40384853  0.16857949  0.215381010
## Hlil_154      -6.103498  -2.9166629   0.79328066  0.83906584  0.050702884
## Hlil_155      -3.940156  -2.0329608   0.30783931 -0.79103694  0.114422033
## Hlil_156      -5.279592   3.7086336   0.59529340 -1.92484665 -0.459492488
## Hlil_157       3.726981   2.0522774  -0.25837544  2.07779571 -1.680886245
## Hlil_158      -6.164225   4.1386977   0.07887132 -1.70383501  0.094339664
## Hlil_159      -6.292048   4.0887024  -0.61264032  1.04214154 -1.721077997
## Hlil_160      -5.182594  -1.3866693   0.54340231 -1.09939363 -1.235253298
## Hlil_161      -6.858928   4.5100275  -0.15808030  1.54965073  0.661799462
## Hlil_162       4.054465   1.7380340  -0.36795412  5.74884586 -0.072169084
## Hlil_163       4.496198   1.8464003  -0.32063444  6.36103788 -0.978201886
## Hlil_164       4.374009   2.2558953   0.05721987  1.24668748 -2.517209307
## Hlil_165      -5.901192  -3.0182666  -0.17008798  2.46119844  3.930921768
## Hlil_166       4.448823   2.2054906  -0.04648488  0.63387331  5.737906319
## Hlil_168       9.062541   0.2829779   0.94473989  0.27799731  2.037398265
## Hlil_169      13.817912  -0.6008751   0.40903184  1.53677278  1.965919488
## Hlil_173      -5.212880 -10.1915493   1.22005441  0.96355149 -0.002214653
## Hlil_174      -5.327278 -10.5295867   1.45171271  0.84415921 -0.068407367
## Hlil_175      -4.596954  -8.2945007   1.29076863 -0.53475517  0.769625929
## Hlil_176      -7.044015   4.1287878  -0.61930252  1.49124772  0.416122250
## Hlil_177      -6.297680   3.7807627  -0.81708045  3.04249980 -1.285343644
## Hlil_178      -6.761072   3.9765886  -0.08167206 -0.38640874  0.194671125
## Hlil_179       4.091865   1.9918237   0.69205640  2.66719034 -0.145231028
## Hlil_180       4.793276   2.6330707  -0.72290150  5.01756370  2.733207600
## Hlil_181      -2.080066  -6.4698481  -0.05951129  0.66252300  1.048513533
## Hlil_182      -4.684010  -3.5773262   0.57062295  0.50616822 -1.844208096
## Hlil_183       3.542995   1.6272542  -0.57295611  2.28858223  1.317985853
## Hlil_184       3.145366  -2.6740382   0.67199858 -1.54173317  0.350608614
## Hlil_185       3.945989   1.1815298   0.06314896 -0.78999857 -0.448089206
## Hlil_186       3.706466   1.8071075  -0.54246997  0.49555676  1.274671710
## Hlil_188       4.650436  -4.8831037   0.80501399 -0.25904279 -1.350402071
## Hlil_189       4.323873  -3.7066453  -0.17805542  1.24916316  2.583782349
## Hlil_190       3.651354   1.2305833   0.91972441 -0.57346544 -1.288249661
## Hlil_191       3.328179   1.5873608   0.82623709 -1.34439925 -0.946877457
## Hlil_193       5.509331  -5.1351611   1.00828185 -0.61507455 -2.003370446
## Hlil_195       2.590723   0.6598709  -0.48274418  0.19035906  1.317742815
## Hlil_196       4.304548   2.1593593   1.27901743 -0.43742167 -1.461499800
## Hlil_197       4.332037   2.4763267   1.00769926 -1.49276266 -1.824473072
## Hlil_198       4.743479   1.7786709  -0.69520411  2.94517835  0.986463680
## Hlil_199       4.353128   2.5245495   0.55937414  0.36791961  1.285617859
## Hlil_200       3.987025   2.3357494   0.75032503  0.49481473 -2.563743155
## Hlil_201       3.027791  -3.0774756 -17.16238888 -0.79119615 -1.543309223
## Hlil_202       4.134658   1.1907074   0.23156438  0.84978964 -3.058574810
## Hlil_203       4.623342   1.8710485   0.04785056 -0.28739886  1.532109294
## Hlil_204       3.685693   1.5914529   0.97100204 -1.95521416 -0.809531434
## Hlil_205       4.977232   2.2176305   0.16471506  1.95151453  1.205080036
## Hlil_207       3.562006   1.6467468   1.32596908 -2.89508399 -1.987524505
## Hlil_208       2.555087   1.5132915   0.05153518 -0.14069353  0.132033217
## Hlil_209       3.466674   1.3433623   1.27248015 -1.92157362  0.537729242
## Hlil_210       3.783485   1.7675484   1.63149135 -0.64650615 -2.497820773
## Hlil_211      -4.505900   3.6489640   0.21072765 -0.42474001 -1.141976580
## Hlil_212      -1.880435  -4.8700691  -0.20377129  0.02825220 -0.197859927
## Hlil_213       3.558810   2.2566913   0.59853568  0.91114780 -2.093819387
## Hlil_214      -5.293000  -2.4342461   0.36296714  0.09612890 -2.481537263
## Hlil_215       3.081228   1.6589381   1.14474597 -2.16486257 -0.035285398
## Hlil_216       3.130619   1.9158968   0.62837868 -3.71164987 -0.938989432
## Hlil_217       3.152595   1.0574139   0.33579061 -0.08374066  2.089612057
## Hlil_219      -4.288334 -10.6448027   1.44997698 -1.13533148 -0.823685294
## Hlil_220       4.144888   1.4641560   0.94334030  1.50189105 -1.087188102
## Hlil_221       2.581513   0.6090483   0.60201415 -0.93889435  0.689172796
## Hlil_224       3.751940   1.1193023   0.05978022  0.70788110  2.035137341
## Hlil_225       3.059805   0.5186719   0.63841388  0.98754284  1.936608786
## Hlil_226       4.413788   0.8466923   1.41974591 -1.26382662 -0.560337301
## Hlil_228       3.193265   0.2966428   0.69770764 -1.67397108 -0.542787416
## Hlil_229       3.726412   0.5885770   0.82445557 -1.77193711 -2.064506153
## Hlil_231       4.059688  -4.8307127   1.37689761 -1.43656348  2.009791185
## Hlil_232       3.134627   0.7082785   1.18446575 -2.66550131 -0.440455809
## Hlil_233       4.539630   0.4970634   0.35276646 -0.83461905 -2.663005833
## Hlil_235       5.489586  -5.4838684   1.08730061  1.29094911 -4.567002859
## Hlil_239       3.186883  -3.4529668   0.31245054 -0.17983526  1.866565212
## Hlil_240       3.321120   0.3924288   1.13248963 -3.02472095  0.075980540
## Hlil_241       3.110753   0.9980052   1.18092270 -2.17961589 -2.179697281
## Hlil_242       4.314713   1.8302280   0.13259213  0.17558792  1.534226716
## Hlil_243      -6.457469   4.5519495  -0.37673073 -3.23032951 -0.319024996
## Hlil_244      -5.075145   2.9968148  -0.24957866 -2.77203401  1.933963348
## Hlil_245       4.812322  -5.2300184   0.09554814 -0.79059904 -1.151133324
## Hlil_246      -5.769803   3.8666034  -0.29523577 -2.60397928  0.864299451
## Hlil_247       4.388710  -4.4560772   0.30260928 -3.42202133  2.698315167
## Hlil_248      -4.498317  -1.5148493  -0.15051302 -0.97475302 -0.648466046
## Hlil_NBG_351  -4.661301 -10.4116028   0.87714939 -0.41683564  2.325016926
## Hlil_NC_167   -7.083681   4.6829338  -0.45325403  1.39385566  0.503206461
## Hlil_NC_170   -4.538591   3.3353671  -0.01469256 -0.61807305  1.096656263
## Hlil_NC_171   -7.245902   4.8157817  -0.22214692  0.95842237  0.035379609
## Hlil_NC_172   -7.360419   4.6379760  -0.40236684  1.53148332  0.373324236
## Hlil_NTBG_260 -6.170835   4.0359232  -0.56483741 -2.16601998  2.086657512
## Hlil_W_222     2.417007  -3.3981654 -14.53531671 -2.08654856 -0.211782572
## Hlil_W_223    -3.902304  -8.2307424   0.76893468  0.82098929 -0.062452794
## Hlil_WBG_226  -3.388207   2.5771584  -0.68141196 -1.61433018  1.280513016
##                        PC6         PC7         PC8         PC9        PC10
## Hlil_130      -0.275406677 -0.74645141 -0.12149580  2.64226155  1.22779577
## Hlil_132      -0.993579743 -0.71383947 -0.19351284  2.83114996 -1.27396252
## Hlil_137       2.892476905 -1.76410141  1.01760929 -1.76888801  0.26819710
## Hlil_143       0.005041841 -2.26078686  2.73320939  0.74482132 -0.84830902
## Hlil_145       3.252403353 -3.16389420 -0.22734501 -2.36475264  0.31592161
## Hlil_146       0.223900758 -2.09524783  0.21782752  0.70576931 -1.70685503
## Hlil_147      -1.859510991  1.37926235 -0.81953191  1.22218281  0.12233896
## Hlil_148      -3.398140519  0.73015041  0.90297865 -1.72918358  2.43321962
## Hlil_150      -2.084063625  0.42260270  3.69606525 -1.37377711  0.47500906
## Hlil_152       1.050373545 -0.05274380 -0.74353944  1.24027905 -0.03463622
## Hlil_153       1.234031247  0.38201384 -0.95092598  0.36280487  0.74752489
## Hlil_154       3.041702591 -2.82508032 -0.54292482  1.85489607  1.38470787
## Hlil_155       1.528930578 -1.55804189  1.79258533  0.95150422 -2.47025886
## Hlil_156       0.852915573 -0.80121212  1.13730637  0.71454236  0.02203295
## Hlil_157       1.986819685 -1.61506900  0.80326672 -0.82763153 -0.32849549
## Hlil_158       1.508619492 -1.15681120  1.58218620  0.71801225 -0.26687223
## Hlil_159      -0.701867137 -0.67464247  0.27063962 -3.07900205  2.76945533
## Hlil_160       1.016206453 -1.47277936  0.40387934 -0.93617100  0.23492583
## Hlil_161       1.556210274 -1.48579264 -3.32495035 -0.03004188 -0.45936508
## Hlil_162       1.464581886  0.83777128  1.00293926  0.08362211  1.14782264
## Hlil_163       2.741310280 -2.66255444 -2.34806738  0.49591933 -2.24918436
## Hlil_164      -3.667271213 -2.12547382 -0.45749851 -0.58641917 -1.92964626
## Hlil_165      -2.702878441  0.16232184 -1.30021080  2.15943316  2.25223918
## Hlil_166      -2.008640157  1.42058269 -1.57213093  2.01436985  2.39260551
## Hlil_168      -0.420604005  0.24969096 -0.07310597 -0.57000479  0.43632962
## Hlil_169      -0.524845065 -0.30889323 -0.34594913 -1.10419434  0.45723262
## Hlil_173       0.456403664 -0.45079298 -0.07023782  0.74038971  0.39308964
## Hlil_174       0.594690574 -0.38278050 -0.13887129  0.74783867  0.47170129
## Hlil_175       1.151969885 -0.92346505  0.74960804  1.17369153 -0.46557643
## Hlil_176      -0.712320039  0.67757900 -0.80707772  0.17043006  0.51838394
## Hlil_177      -0.606474956  1.07088656 -1.02943278  0.59991694 -2.14583930
## Hlil_178       0.201571540  0.06697495  0.30182520  0.22352260 -0.09018857
## Hlil_179      -2.500962928  2.47612583  3.57241506  1.19311258  3.84981138
## Hlil_180       1.648747023  3.88581420  1.18845473 -0.18563374 -0.49586347
## Hlil_181       0.403059102 -0.18891461 -0.02832424 -1.66558588 -0.31080430
## Hlil_182       0.255559553 -0.38433593 -1.55392191 -0.79128048  0.58153136
## Hlil_183      -0.918929539 -0.50274757 -1.94532112  0.38844246 -3.51345894
## Hlil_184      -0.422127549 -1.05200407  0.22506604  0.60285830  0.49451811
## Hlil_185      -2.179704188 -1.78395417 -0.79971579 -0.62010294 -1.18067062
## Hlil_186      -1.598065591 -2.05506784  2.51870621 -2.48873040  2.09584122
## Hlil_188      -1.489520699 -0.68075344 -1.54970353  0.08135956  1.14004695
## Hlil_189      -0.447609607 -2.77289689  1.02973204 -2.10801005 -0.42977601
## Hlil_190      -0.862339148 -2.81025702 -2.03364815 -2.38055052 -0.02620555
## Hlil_191      -0.837438660 -1.55297639 -1.74953752 -0.13573490  0.51735454
## Hlil_193      -1.789937475 -2.17076731 -3.66358120  0.64887280  0.34812183
## Hlil_195       0.460415240 -0.83192385  0.04328173 -0.67645138  0.13360914
## Hlil_196       2.644350845  0.30672429  2.36462238  1.88678814 -5.25305010
## Hlil_197       0.803655742  0.54106462  3.17717984  1.83722713 -1.79589580
## Hlil_198       1.312278358 -1.10294221  2.86783045 -3.95685126  0.42619882
## Hlil_199       0.040945401 -0.09698643  1.24810951 -0.31006954  1.66840753
## Hlil_200      -0.405695286  0.48904732 -1.64223898 -1.09643419  0.85365739
## Hlil_201       0.161385127 -0.25836076 -0.13694759  1.75461630  0.69305740
## Hlil_202       2.666144411  1.59875382 -0.91787079 -3.16677404  0.98958981
## Hlil_203       4.127815750  0.92860957  1.33254056  0.09817717 -0.49117420
## Hlil_204      -0.220978303 -0.54324552  0.57058829  1.48103938  0.82006918
## Hlil_205       2.938525888  1.41322467  4.31100635  1.03199397 -2.15109187
## Hlil_207       1.204070737  2.53797252  3.75397860  3.29758263  2.31538328
## Hlil_208      -1.837830277 -0.74639709  0.21380130  0.07348158  0.67831048
## Hlil_209      -0.415831777 -0.53184004  1.01041863  2.51525869  1.50712645
## Hlil_210      -1.117790300  2.40115770 -1.65174125  2.49518556  2.55649190
## Hlil_211       1.517103801  1.80735936 -0.43009416  1.96098013  2.11023929
## Hlil_212      -0.231433368 -0.67864600 -0.24552597  0.85705053 -0.65339556
## Hlil_213      -1.568592070 -1.60080735 -0.14733867  0.15511878 -1.46781679
## Hlil_214      -0.956961875 -1.12011245  1.65639863 -0.50024278  2.22143514
## Hlil_215       0.574433558 -1.73902378  0.60265272  1.51633770  0.21328491
## Hlil_216      -1.435591523 -1.67908680  1.61689616  0.31945443  0.41353050
## Hlil_217      -0.976869099 -1.02028137 -0.90758316  0.54352643 -1.30939961
## Hlil_219       1.383911915  1.91552948  2.71065448 -0.73807166  1.62314734
## Hlil_220      -2.305863612  0.32273146 -0.64872197  3.84062794 -3.73708559
## Hlil_221       0.716020466  0.89062868  0.05278208 -0.42903037 -0.43272248
## Hlil_224       5.468035170  1.77030725 -2.94849250 -0.37558065  3.47712648
## Hlil_225      -1.105647381 -0.57568997 -0.37038409  1.44478083 -0.66444926
## Hlil_226       0.610389164  1.77260449 -3.34930341  0.11737157  0.29893427
## Hlil_228       2.048137495  0.43782020 -1.64718183  0.50483769  0.83885429
## Hlil_229       0.898737636  1.29906160 -3.26190239  0.84101677  0.48320798
## Hlil_231       0.455614313  0.12067943 -1.20086110 -0.07699248  0.65814385
## Hlil_232       0.213192648  0.93250359 -1.73939547 -0.29325721  0.02577896
## Hlil_233      -1.728210875  2.89304478  0.41650792  2.03966653  0.41895817
## Hlil_235      -0.938343382  3.20038892 -0.22331047 -1.13290566 -1.59667929
## Hlil_239      -2.292986066 -1.19995692  0.94840219 -0.13292535  0.23172301
## Hlil_240       0.467888420 -0.58140989 -0.28022097  0.93857942 -0.16242850
## Hlil_241       1.407510815  0.43843091 -1.55255525  0.78207857 -0.54850209
## Hlil_242      -4.574419318 -1.29613666  2.08402199 -1.18650608 -0.92692945
## Hlil_243      -0.963303035  2.30992639 -1.30723801 -3.16039744 -0.87623661
## Hlil_244      -0.006128018  0.76359592 -0.61522177 -1.13618455 -2.16098041
## Hlil_245       0.664064602  2.57994265 -0.73112555 -4.53432444 -0.25317896
## Hlil_246       0.012028746  0.25377020 -0.73135414 -2.07316872 -1.23713479
## Hlil_247      -0.541115821  0.22369927  0.15399914 -2.65240340  0.99112601
## Hlil_248      -0.236894311  0.62287098  1.27501012 -1.45665401  0.15042599
## Hlil_NBG_351  -0.640262043  6.24103510 -0.37317018 -1.07353958 -3.99231147
## Hlil_NC_167   -0.512363136  0.71867519 -0.82372547  0.18186528  0.53416373
## Hlil_NC_170    0.062615661 -0.37582206  0.02891994  0.04659154 -0.22963522
## Hlil_NC_171   -0.241282229  0.52060064 -0.74807208  0.27060770  0.72184891
## Hlil_NC_172   -0.435765450  0.75813174 -0.87879798  0.08433679  0.52676436
## Hlil_NTBG_260 -1.922235655  3.08982386  0.14880684 -2.38265507 -2.54376415
## Hlil_W_222     0.179483000  0.44837590 -0.08834056  0.68113784 -0.35147723
## Hlil_W_223    -0.357165615 -0.83838311  0.23530375  0.26535058 -0.10305300
## Hlil_WBG_226  -1.134482934  1.70231238  0.01926379 -1.88755619 -2.51399272
##                      PC11          PC12        PC13        PC14        PC15
## Hlil_130       1.43799874 -3.302652e+00 -0.37804031 -0.83965167 -0.24507736
## Hlil_132      -1.83263884 -2.588736e+00  3.14516101 -1.17448575 -2.08437507
## Hlil_137      -1.60395853  3.808926e+00  0.67156699  2.73430883 -0.98651559
## Hlil_143      -1.76566594 -1.243586e+00  0.26460120 -0.59819889 -0.14651414
## Hlil_145       0.40364408 -8.205582e-01  1.53645735 -3.39891611 -1.19509313
## Hlil_146      -2.87499564  1.744153e+00 -0.27333359 -1.21437070 -1.47736110
## Hlil_147      -2.69541855  3.182778e+00  2.00000537  2.45924112 -1.21226848
## Hlil_148       2.26731322 -1.431729e+00  2.68794286 -0.84102090 -0.28726586
## Hlil_150      -1.45149371  2.014764e+00  0.22853224 -1.81542993 -2.35788639
## Hlil_152      -1.06486116 -1.167546e+00  0.46280062  2.35692580  1.62476565
## Hlil_153       1.14936833 -3.433478e-01 -0.79140613  0.29508685  1.93284303
## Hlil_154       2.54275706  7.907104e-01 -1.43418085 -0.65724771  1.13250865
## Hlil_155      -2.26459568  5.259265e-01 -1.24907525 -0.50544249 -2.27270391
## Hlil_156      -0.18474105  2.181485e-01 -0.11232266  0.11908230 -0.72489275
## Hlil_157       2.03200820 -6.018564e-02 -0.22198828  1.84134696  0.52569700
## Hlil_158      -0.40518712 -9.834674e-01 -0.33553053  0.36448559  0.94203250
## Hlil_159       1.02221668  6.304892e-01 -0.11993780  0.53348649  0.00584014
## Hlil_160      -0.43477287  7.550746e-02 -0.80860683  0.41657573  0.20419638
## Hlil_161       1.49542147  9.863378e-01 -0.61932208 -0.88054023  2.19489053
## Hlil_162       0.11466076 -6.815679e-01 -0.42366220 -0.84280601 -2.05943334
## Hlil_163       1.63932733 -8.738695e-01 -3.51159442  1.60754411 -1.74541790
## Hlil_164      -0.17353567 -1.570027e+00 -2.28046631  1.06857560  1.08925986
## Hlil_165      -2.00427107  2.054470e+00 -1.45623905  0.89366075  4.56698949
## Hlil_166       2.60995700  4.020610e-01 -0.95467903 -3.26638729 -2.22415121
## Hlil_168      -0.86591290  1.438932e+00  0.41979869 -0.98861892  0.11154832
## Hlil_169      -0.10568200  4.134176e-01 -1.03476413 -0.62647896  0.40023592
## Hlil_173       0.09567286  4.397033e-01 -0.84888164 -0.26005871 -0.07419713
## Hlil_174       0.14581183  2.102581e-01 -0.60235975 -0.47587207  0.03646046
## Hlil_175      -0.63452421 -5.695855e-01 -0.62952771 -0.88378399 -0.77565859
## Hlil_176      -0.17331573 -3.342698e-05  0.59551218 -0.51214339 -0.09851637
## Hlil_177      -1.71985998 -1.198060e-01  2.80264376  0.22011062  2.99765213
## Hlil_178      -0.69238222 -3.158706e-01 -0.05967441 -0.21848558 -0.58587961
## Hlil_179      -1.54266354 -4.044110e+00  0.08118293  0.80940872 -2.34342653
## Hlil_180      -1.06204464  3.353970e-01 -1.30414945 -1.57785804 -1.47698266
## Hlil_181       0.13443236 -8.786084e-02  0.42799771  0.33989628  1.18007804
## Hlil_182      -0.76164924 -8.131209e-01  0.82990106  2.00045301  3.08609387
## Hlil_183       0.28365231 -8.815265e-01  0.69313278 -0.39262507 -1.03264104
## Hlil_184      -0.45299348 -8.818983e-02 -0.66786982  1.49949030 -0.25827647
## Hlil_185      -0.53710427  3.909419e-01  0.82923833  2.32972624 -1.98605998
## Hlil_186       0.16393304 -4.842020e-01 -0.19952897 -1.37763853  0.43660676
## Hlil_188      -1.92623172 -2.210824e+00 -0.72721617  3.31886594  1.30343276
## Hlil_189       0.85451587  1.914328e+00  1.57310809 -0.44611226 -0.66567235
## Hlil_190       0.65305811  4.084874e-01  0.32622246  0.68540929  0.67262607
## Hlil_191      -0.97309196 -1.825832e-01 -1.01027602  2.65306544 -0.17005304
## Hlil_193      -2.04906727 -4.620815e+00 -4.47717965 -1.19556554 -1.26379309
## Hlil_195      -0.19090201  1.081579e+00  0.80710107  0.06918149  0.64852825
## Hlil_196       2.53291389  6.189054e-01  0.32442943 -0.37360662  0.98259125
## Hlil_197       0.70282192 -1.211598e+00 -0.40053650  0.76823845  0.23810803
## Hlil_198       1.38374332 -2.114705e-01  3.41032177  1.29186038 -0.56763774
## Hlil_199       0.12795583  4.407730e-01 -4.65278917 -1.70912828  1.82398804
## Hlil_200       1.67817328 -4.616772e-02 -1.94832639  1.09412799  0.95414181
## Hlil_201       1.12912656  3.075469e-01  0.28524684 -0.67497400 -0.06108379
## Hlil_202      -2.14519720 -1.667674e+00  1.17860600  2.63176414 -0.36879132
## Hlil_203      -3.17056457 -2.627160e+00  0.74411064  1.32465872  0.14468618
## Hlil_204       0.40106362  7.547480e-01  0.01941999  0.82415960 -0.51414337
## Hlil_205      -0.77207081 -1.968688e+00 -0.18477600 -1.50684314  4.27859488
## Hlil_207       2.17301588  2.066047e+00 -2.43633745  1.53591367  0.70091929
## Hlil_208      -0.04210656  1.133029e+00 -0.55597493 -1.43860027  0.54926765
## Hlil_209       0.06502503  4.666890e-01 -0.85892312  0.37102159 -0.32503290
## Hlil_210       2.40890541  1.818485e+00  1.45134316  1.87579333 -0.58273869
## Hlil_211      -0.65363779  9.820829e-01  0.52848127  0.59577870 -0.20616463
## Hlil_212       0.51815289  5.184350e-01 -0.26545740 -0.60510726  0.41456644
## Hlil_213       4.10589903 -1.454529e-01  0.49458654  0.52872764 -0.85550629
## Hlil_214       2.35296628  3.084567e+00 -0.67190985 -0.90087874  0.43452933
## Hlil_215      -0.79332378  1.321638e+00  0.64313762 -0.78473013 -1.78483467
## Hlil_216      -1.19135783  1.868219e+00  0.11446801 -0.36882432 -0.69939889
## Hlil_217      -0.27086369  6.507723e-02  0.08025119  0.28988079  0.81953577
## Hlil_219       2.82742420 -8.699475e-01 -0.57547544  1.60595193  0.40164913
## Hlil_220       3.75670920  1.270773e+00  2.11272758 -1.40925737  2.23071539
## Hlil_221      -1.71407851  1.706387e-01 -0.07212435 -0.67030435  0.03222392
## Hlil_224       0.30636698 -2.383451e-01 -0.79503101  0.82586781 -1.11921860
## Hlil_225       0.18371941 -2.013369e-01  0.44858281  1.87494727 -0.52653729
## Hlil_226       0.76437269  1.122577e+00  1.69877949 -2.06253506 -0.85519308
## Hlil_228      -0.77041948  8.419505e-01  0.29439748 -0.31060851 -1.58947672
## Hlil_229      -0.34365945  9.515797e-01  2.15553302 -0.60474635 -1.73981346
## Hlil_231      -0.87641504  4.523901e-01  3.58067440 -0.85977627  0.13644303
## Hlil_232      -1.96442747  9.803138e-01  1.22077552 -0.63039085  0.45298949
## Hlil_233      -3.17584549 -2.158242e+00  1.56286375 -0.52476526  2.10464873
## Hlil_235      -0.54163943  3.238374e-01 -2.08239132 -4.52341066  0.15212515
## Hlil_239      -0.06245753 -2.936923e-01  0.14928388  0.08971225  0.93979350
## Hlil_240       0.56539408  1.807719e+00  1.64384115  0.42552267 -0.89447841
## Hlil_241      -0.88536282 -3.833049e-01  1.70704561 -2.85284449  0.24928958
## Hlil_242       0.19135420 -5.097407e-01  1.44323939  1.25520870 -0.61971790
## Hlil_243       1.20605780 -1.682341e+00 -2.40417432 -1.29354196 -3.28745872
## Hlil_244       1.75676822 -3.096933e+00  0.53222004 -0.01644013  0.24005804
## Hlil_245      -0.77890809  1.238009e+00  1.06551593 -3.14121950  3.56463818
## Hlil_246       1.21213562 -1.866373e+00 -0.48513334 -0.20062615 -0.82035167
## Hlil_247       2.06464010 -2.594603e+00  1.24691310  0.22430042  3.65726520
## Hlil_248       1.13752470 -1.631895e+00  0.08261458 -0.59789816 -1.34743294
## Hlil_NBG_351   3.51887124 -1.522251e-01  0.04722263  4.25086126 -2.48578530
## Hlil_NC_167   -0.13641928 -3.812119e-01  0.39579873 -0.64016678  0.09803412
## Hlil_NC_170   -0.45461566  8.580218e-02  0.61184546 -0.14693466 -0.34851381
## Hlil_NC_171    0.03345834 -3.245773e-01  0.27032519 -0.65333686  0.37865875
## Hlil_NC_172    0.11510418 -3.220852e-01  0.44311743 -0.76144777  0.24544546
## Hlil_NTBG_260 -2.38107020  3.074273e+00 -4.30084896  0.33684252  0.53834708
## Hlil_W_222    -0.66058383 -2.796293e-01 -0.15568632  0.69620463 -0.19302040
## Hlil_W_223    -0.40838304  6.157208e-01 -0.20787188  0.49440501 -0.32656603
## Hlil_WBG_226  -1.62844461  2.901354e+00 -2.78504553  1.42500568  0.01347046
##                       PC16        PC17         PC18        PC19         PC20
## Hlil_130       0.892479267 -1.72476324 -1.358009777 -3.40444372 -1.311760568
## Hlil_132       1.672272208 -0.58410173 -1.532047812  0.90952557  1.638608491
## Hlil_137       0.532908204 -2.18082002 -1.981754635 -0.20753645 -1.812210385
## Hlil_143      -1.680699464 -3.00231777 -0.132183877  1.39773150 -0.965961742
## Hlil_145       0.377559524 -0.99984852 -1.128588939 -0.95951289 -2.186361649
## Hlil_146      -0.260530363 -1.20718132  0.671747247 -0.75262933  0.276985628
## Hlil_147       1.245381458 -2.05836212  2.433266658  0.89330342 -0.344337664
## Hlil_148       0.053223098  0.12102722  0.048925980 -1.55712732 -1.138162023
## Hlil_150       0.077126467 -1.51498397  1.235273872  0.76116146  2.113963856
## Hlil_152       1.671527757  0.11380600  0.122501587  1.18020458 -0.071421033
## Hlil_153       0.305428408  1.95313354 -1.416423291  1.26533165  0.369041140
## Hlil_154      -0.582518081  1.71676084  1.158643015 -0.82484938  0.920336670
## Hlil_155       0.030360738 -0.58628069 -0.958928940  0.08789104  1.247130838
## Hlil_156       0.429590655 -0.44563626  0.111576412  0.37476077  0.031739644
## Hlil_157       1.005739751  0.11877308 -0.204965904  1.73247428  2.393623885
## Hlil_158       0.439957372 -0.05509119 -0.476864132  1.14242818  0.452178018
## Hlil_159      -2.953580607 -1.30131042  0.095374183 -2.53598737  1.763069130
## Hlil_160       0.570591797 -0.38353360  0.790413385 -1.45197647 -0.263296471
## Hlil_161       0.359559504  3.50367475 -0.787483495  1.16262136 -0.545169217
## Hlil_162      -3.370189298  0.02320835 -2.665297319 -5.75403400  0.647259239
## Hlil_163      -2.981960646 -1.29007507  1.321384725  0.50442169 -4.236743414
## Hlil_164       0.158635712  0.13819975 -1.748725962  2.70428560 -0.942259858
## Hlil_165       1.529473924 -0.23777775  2.857253158  0.47361468 -1.162593783
## Hlil_166      -1.285122674  0.32904415 -0.562604745  2.27498801  1.143359569
## Hlil_168      -0.340621063 -0.43238032 -0.310030270  0.14711920  0.427455584
## Hlil_169       0.845875763 -0.41980270 -0.130309556  0.08615632  0.158775082
## Hlil_173       0.583322623  0.57141032  0.074260494  0.24942953  0.278841961
## Hlil_174       0.841957235  0.63258164  0.223992436  0.10358011  0.193533299
## Hlil_175       0.665223175 -0.27156310 -0.113967111 -0.57239098  0.620889268
## Hlil_176      -0.875873024 -0.04514716 -0.031283972  0.83377541  0.422056828
## Hlil_177       1.281065754  1.00243310 -1.128601586  0.44780942 -0.810270990
## Hlil_178      -0.465421953 -0.89985457 -0.566144846  0.45627739  0.120420346
## Hlil_179      -1.531829699  1.09041392  3.101133612  0.81976289 -1.935034088
## Hlil_180       4.156226515 -2.71537685 -3.065358129  0.99411751  0.688379674
## Hlil_181      -0.183825870 -0.19680626  0.079480851 -1.74250473  0.424524687
## Hlil_182      -1.567973926 -0.60557046 -0.233318191 -1.35694865  0.382804248
## Hlil_183      -0.280257681  0.33691627  2.803709794 -0.71028179 -2.617346237
## Hlil_184      -0.865368120  0.79983218 -0.015753824 -0.66321379  1.453790367
## Hlil_185      -0.392343008  0.26602775 -2.500839810  1.01809159  0.536256183
## Hlil_186       0.331656282  2.42541361 -2.168546983  0.09567022  1.861095784
## Hlil_188       1.603330389 -0.77723612 -1.185569755 -1.63402274  0.235134924
## Hlil_189      -0.220028086  0.84622699  1.240485693 -0.22915720 -0.774784232
## Hlil_190       1.323492475 -0.60312352 -2.713800564  0.52921830 -0.903983153
## Hlil_191      -3.111102798  1.52651468 -2.192599458 -0.09255374  1.512010164
## Hlil_193       1.466985738  1.46520548  0.130329606  0.81088483  1.207825386
## Hlil_195      -0.730970336  1.10268633 -0.752404270 -0.05681869  0.731207852
## Hlil_196      -0.962593115 -1.02933596  2.703586410 -0.75547986  2.173399874
## Hlil_197       0.517394133  0.97793068  2.117242236  0.30653872  2.274077624
## Hlil_198       3.287375499  4.34360136 -0.054784712  0.78393459  0.004029984
## Hlil_199       0.705398268 -0.89028690  1.663687922  0.20098663  1.305115633
## Hlil_200      -0.400712405 -1.52136266  1.327418831 -1.11797986 -1.327638429
## Hlil_201       0.344473934  1.90379841  2.589926730 -1.06569641 -0.802121027
## Hlil_202       1.339719322  0.02790060  2.062610596  0.49269614  1.652423494
## Hlil_203       0.207835117  0.84844245  0.468975163 -0.05761602 -3.350536303
## Hlil_204      -0.439315712 -0.96533123  1.014714663  1.46489002 -0.056764670
## Hlil_205       0.468149173  0.76699631 -1.571010980 -0.16198532 -0.785115411
## Hlil_207       1.064752960 -0.90463161  0.136616590 -0.10911254 -1.061419422
## Hlil_208      -1.534909591 -0.67164262  0.144962775  0.57590429  0.299669801
## Hlil_209      -0.295155685  0.68750858 -1.875260733  1.35818867 -2.657653151
## Hlil_210       3.760968698 -1.05772754 -1.600711359 -3.03701463 -1.626833790
## Hlil_211       0.294786272 -0.25713833 -1.601762875 -1.44180530 -0.724110923
## Hlil_212      -0.236062507 -0.15996304 -0.315786306 -0.67384665  0.096575984
## Hlil_213       4.157128848 -3.02958269  0.925386482 -0.34987996  1.254298474
## Hlil_214       0.082595141  0.99059828 -1.148322413  2.46373301 -1.648910927
## Hlil_215      -0.366477538  0.07433242  0.487946208  0.40259345 -2.392260091
## Hlil_216      -0.971224902  0.58110189 -0.856393145 -0.06519032 -3.789164088
## Hlil_217      -0.028503321 -0.94688378  2.040912821  0.83403182  0.173954788
## Hlil_219      -1.414829380  1.91119336  0.168638492  2.19315255 -0.284398723
## Hlil_220      -1.468502362  0.19311461 -0.928635332 -2.14537939  0.945059274
## Hlil_221      -0.743043980  0.85835401  0.377136745 -0.39304575  0.824942262
## Hlil_224      -1.333956939 -0.05631884  1.563274546  0.35324145  2.318327277
## Hlil_225      -0.024123668 -0.74791238 -0.412589364 -0.76538470  1.768143334
## Hlil_226       0.164656112 -1.76865383  0.754440156  3.54969139  1.407765222
## Hlil_228      -0.628038097  0.49879139 -0.568255568 -0.06315728  1.349447726
## Hlil_229      -0.779454662  0.54662315  0.146077698  0.35299304  1.075850403
## Hlil_231       1.701017989  2.34997284  2.598526754 -1.02516485 -1.339476476
## Hlil_232       0.648352069  1.29544779  0.308070578 -0.73950461 -0.077837181
## Hlil_233      -2.781054890  0.08368237 -0.597874808  0.09508493  0.346080873
## Hlil_235       2.245245897  2.61571161 -1.639095805  0.28418337 -2.025844288
## Hlil_239      -0.174175172 -0.97078244  0.172838236 -0.46817930  0.543827747
## Hlil_240      -0.136680444  1.22754101  1.475478041  0.55370936  0.213201782
## Hlil_241      -0.618331829  1.86140132 -0.362909621 -1.94278043  0.676611618
## Hlil_242      -1.832408101  1.90397479  1.541759225 -1.00446750  0.521545569
## Hlil_243       2.388559068 -0.66925443  1.925298604 -1.94022327 -1.856924372
## Hlil_244       0.004223488 -0.60902774  0.411109222 -0.52114216 -0.701935758
## Hlil_245      -3.825004221 -3.90140441  0.527190033  1.45959280 -1.695988726
## Hlil_246       0.595885848  0.19618082  1.716035944  1.53028657 -0.346209069
## Hlil_247       1.159036493 -4.00917719 -0.007938018 -0.29137520  0.515216454
## Hlil_248       0.216576898 -0.54239807 -0.008998192  0.05911833  1.440495684
## Hlil_NBG_351  -2.869451915  1.15250983 -2.513059432  1.77744659 -1.410440669
## Hlil_NC_167   -1.018172419 -0.11978634 -0.181876914  0.88543270  0.221126455
## Hlil_NC_170   -0.496196795 -0.22293657  0.215211913  0.49164361  0.585332377
## Hlil_NC_171   -0.656489950  0.09878298 -0.088529961  1.11344958  0.285613847
## Hlil_NC_172   -1.080473956  0.14019138 -0.081971737  1.18163109  0.268927941
## Hlil_NTBG_260  0.776639372  2.11652951  0.058055346 -2.34797534  0.841749810
## Hlil_W_222    -0.115689254 -2.05383009 -2.721775075  1.36911447  0.943376297
## Hlil_W_223    -0.160006475  0.12687741  0.392083742 -0.40780125  0.350213306
## Hlil_WBG_226   0.489533592  1.18193230  0.664984095 -2.19272855  1.054581336
##                       PC21        PC22         PC23        PC24         PC25
## Hlil_130      -0.025444141 -2.66667988 -0.002623913  0.93491644 -1.066168078
## Hlil_132       0.020283829 -2.01080284  0.705891506  0.38119636  0.983669151
## Hlil_137       0.358682731 -2.24927371  0.887248638  0.33394163 -3.615855601
## Hlil_143      -1.095803176 -0.48994663  0.368572165  1.21668860 -1.395414633
## Hlil_145      -4.465541443 -0.85600433  0.742723523 -2.96468916  0.303686461
## Hlil_146       1.258080680 -1.11448605 -0.790485825 -1.09766241  0.710414871
## Hlil_147      -2.180075447  2.50383048 -0.068744175  1.33457160  1.506931648
## Hlil_148       0.122112623 -1.84166364 -1.415864810 -1.24381993  1.180402194
## Hlil_150      -0.842837675  0.79934069  0.937114669  0.48406419 -2.075803835
## Hlil_152      -2.494114675 -0.76529608 -0.829295146  0.36851995 -0.198365690
## Hlil_153      -1.026051600  1.09867189 -0.786417749  0.22223517 -1.010074446
## Hlil_154       0.843302992 -2.02638941 -2.307741883  0.22088205  0.280348472
## Hlil_155       0.456073878  0.71194344 -0.353588357 -0.06962479  0.573202419
## Hlil_156      -0.515134045 -0.08917453 -0.761030781 -0.21217346 -0.124120132
## Hlil_157       1.507750695 -1.56383982 -3.126385239 -1.17468470 -0.075517192
## Hlil_158      -0.521782824  0.78831886 -0.751934566 -0.08554188 -1.443686587
## Hlil_159       1.152579262  0.65832033  0.497840670  0.35462347 -0.360861773
## Hlil_160       0.293232516 -0.59717315 -1.405269662 -0.20922567  0.908317614
## Hlil_161      -0.297351743 -0.04672329  0.218138700 -1.14167103  0.210855141
## Hlil_162       0.044912539 -0.16522208  0.157925953  1.37044472  1.393257103
## Hlil_163       3.187977528  0.72055920  0.552883141 -0.42453421  0.512454672
## Hlil_164      -3.260120734 -2.95868860 -0.360663885  0.88999587  1.324582515
## Hlil_165      -1.166254830 -0.94778409  0.217812477  0.71182042 -1.659208450
## Hlil_166      -0.094939511  0.93359102  2.448422420 -0.64763041 -1.049018225
## Hlil_168      -0.747393136  0.27214220  0.182487312  1.64115763  0.531255601
## Hlil_169       0.007257284 -0.24014684  0.428764467  1.45649609  0.552871839
## Hlil_173       0.017358599  0.29848204  0.455766317  0.41691746  0.122376847
## Hlil_174      -0.047374495  0.14861397  0.490028484  0.66187285  0.094801260
## Hlil_175       0.550675794 -0.55524030  0.244953793 -0.21568017  0.351240311
## Hlil_176       0.261273440  1.02206034  0.328652194  0.24294739 -0.233880094
## Hlil_177       2.492465522  0.90637273  0.289039837  1.35154024  0.156407193
## Hlil_178       0.048070465  0.36065293 -0.082289711  0.40508334 -0.544925459
## Hlil_179       0.523846663 -2.09912423 -0.272139975  0.49621935  0.180762446
## Hlil_180       1.442540230  1.98926073 -0.871357983 -0.05198325 -1.048070300
## Hlil_181       0.460931148 -0.02235636  0.870525600 -1.91142139 -1.127603741
## Hlil_182       4.434276554  1.44001170  0.059410728 -2.35717926 -1.211691734
## Hlil_183      -1.110051745  1.96332158  0.622212173 -1.26207815  2.311710399
## Hlil_184      -0.417782021  1.63695488 -1.342358391  0.77090405  0.154459118
## Hlil_185      -0.959273065  1.15556554  2.090282179 -0.82336032  0.269164570
## Hlil_186      -0.087231236  2.83350173 -0.143567712 -1.15396547  0.678699151
## Hlil_188      -2.003610874  0.41180569  0.147281127 -0.83203621  1.087904640
## Hlil_189      -0.610068379  1.16407222 -1.536778785 -0.32243042 -1.085480055
## Hlil_190       1.785525732  0.21158722  2.230215105  3.05555127 -0.658749716
## Hlil_191      -1.996994790  1.05073822  1.746461950  0.83829956 -0.123358373
## Hlil_193       1.209334471 -0.59668258  2.269409604 -0.24899285 -2.475280324
## Hlil_195       0.016661495  0.24048323 -1.559470100  1.00028230 -0.015287784
## Hlil_196      -0.268938094  0.82251883  2.803977563  0.01083283 -0.668989904
## Hlil_197      -0.745762424  0.06431775  1.118005578 -0.59547323  0.066820928
## Hlil_198       0.158986108 -2.65571749  0.130531150  0.58036907 -0.144174630
## Hlil_199      -2.547150342  1.11173936 -3.698077120 -3.56979962  1.223217052
## Hlil_200      -1.569800489  1.24974356 -1.075109061  2.50538239  0.305585989
## Hlil_201      -0.669208538  0.95169587  1.618135730 -0.46872578 -3.375200088
## Hlil_202       1.317794170 -1.18440257  0.487588369 -0.90324235 -1.772084977
## Hlil_203      -2.209388150  2.97620661  0.953321188 -2.15155485  1.494187486
## Hlil_204       0.334996178 -0.64050004 -0.842847695  3.47219076 -0.443510619
## Hlil_205      -0.331470763 -0.83633309  2.275292929  0.89151893  0.131095515
## Hlil_207       1.233679034 -0.07560399  1.534267703 -0.92913743 -0.528672287
## Hlil_208      -0.081438004 -0.52552163 -1.788796643  1.51346490  0.050373092
## Hlil_209       3.452257012 -0.46595454 -0.888196020 -1.97756364  0.762271211
## Hlil_210      -2.404538271 -0.79197367  1.708673621 -1.91476372 -0.692021503
## Hlil_211       0.354943350  0.59682404 -0.554243572 -1.10415146  0.626487280
## Hlil_212      -0.557756525  0.06733554 -0.052964142 -0.53704757 -0.256809086
## Hlil_213       0.811980496 -0.17258914 -1.176797778  0.11260420  1.532752419
## Hlil_214       1.098175473  1.20872131  2.531063763 -1.48264939  2.808918959
## Hlil_215       0.160142438  0.26145079 -1.351206751  1.46105866 -0.093515690
## Hlil_216       0.067319788  0.36716892  0.411362533  0.01917461 -0.649171763
## Hlil_217       0.664383985 -0.74427692 -1.856751201  0.53995589 -0.133856741
## Hlil_219      -0.283383962  0.53477976  1.861346652  3.18929043  3.783175526
## Hlil_220      -1.218312988 -1.12389309 -0.128654501  0.71561795 -0.008136389
## Hlil_221       0.075653148  1.56824640 -1.418373604 -0.53948251  2.147625452
## Hlil_224      -1.994635651 -2.37543794  1.127971973  1.68263483 -0.229711578
## Hlil_225       1.426290613 -1.49818294 -0.158169695 -1.46757694 -0.178199252
## Hlil_226       1.127014563 -1.36092111  2.815008128 -3.12491452  1.426421550
## Hlil_228      -0.453769892  0.42611334 -2.056915035 -0.51836296  0.370483888
## Hlil_229      -0.944680417 -0.26033863 -0.627106789 -1.29724637  1.309117772
## Hlil_231       2.677208122 -0.49498739  0.185028878  1.43224716  2.579192748
## Hlil_232      -0.627954067  1.13253938 -1.919471973  1.00170037 -0.322096348
## Hlil_233       1.887575424 -0.56014232 -1.128532342 -1.83585648  0.046145507
## Hlil_235       0.351722565 -0.32169316 -2.627580623  0.57672081 -2.573927508
## Hlil_239       0.030770965  1.28547201 -0.191341893 -0.66734696 -0.773637990
## Hlil_240       0.835285030  0.49548730 -1.152336422  0.29812792 -1.598772227
## Hlil_241      -0.458793653  1.71871144 -0.040522704  2.57260621 -1.373241082
## Hlil_242      -0.268364034 -0.87662095  0.358520398 -2.59992584 -1.314192610
## Hlil_243       1.501505810  1.03266166 -0.408164850  1.66027054  0.386239726
## Hlil_244      -0.095303831 -0.44389352 -0.101684632  0.38042572  0.717574577
## Hlil_245      -0.881921909 -3.80941159  0.384647226 -0.63435656 -0.109273498
## Hlil_246      -0.308463568  0.05320202  0.257372811 -0.64485521 -0.797889772
## Hlil_247       0.856782521  4.17095805  0.361745159  0.49149467 -0.070194190
## Hlil_248      -0.223468605  0.22795176  0.432054565  0.74788996 -0.227506711
## Hlil_NBG_351  -1.225254621  0.34092603 -3.121229586 -0.89564402 -2.884174448
## Hlil_NC_167    0.314347960  0.55404166  0.311679308  0.39226667 -0.537268508
## Hlil_NC_170    0.519309671  0.36501303  0.167864855  0.30170252 -0.081918599
## Hlil_NC_171    0.206678407  0.59832096  0.329495049  0.42176686 -0.520553012
## Hlil_NC_172    0.319611231  0.76801118  0.283541976  0.48634516 -0.277405325
## Hlil_NTBG_260  0.259518878 -2.02260502  2.531306720  0.07206207  1.735997679
## Hlil_W_222     0.770777539 -1.32108146 -1.809116881  0.81229619  4.170977471
## Hlil_W_223     0.300156180  0.19392926  0.689937358 -0.73016893 -0.472179189
## Hlil_WBG_226   0.724917054 -1.99951005  1.082394243 -0.46295872  1.652270284
##                      PC26        PC27         PC28         PC29        PC30
## Hlil_130       2.99311796  0.82018963  0.875641690  1.118804500  3.43992073
## Hlil_132       0.94383516  1.94827451  1.237660668 -2.550165014 -1.13145436
## Hlil_137      -0.33090617  1.52389555  0.180484102 -2.038759742 -0.68696225
## Hlil_143       2.13183223 -0.47302557 -0.501617353  0.340160146  1.64876326
## Hlil_145      -3.38796515 -1.94771913 -0.005599356  0.723059727  1.13353502
## Hlil_146       0.50117420 -0.69090099  0.017454667 -0.547264262  0.77564500
## Hlil_147      -0.31702783 -0.53605649  0.346938922  1.079258542 -0.36395995
## Hlil_148      -0.53773116  0.39178547  1.420029841 -1.431432852 -1.29180741
## Hlil_150       0.85216837  1.02412081  2.367626928  1.215829098  0.40752851
## Hlil_152      -1.91816358  1.15034652 -0.522818500  2.856513015  0.30510275
## Hlil_153       0.88223003  1.24961791  0.565093493  2.332780771  0.24917705
## Hlil_154      -1.28996594 -1.64006868 -0.761637216 -0.849627796 -0.55216908
## Hlil_155       1.20711713 -0.38475863 -1.177352484 -0.311449328  0.31531076
## Hlil_156       1.37541580  0.86794389 -0.265193246  0.944711951  0.77690714
## Hlil_157       1.93563186 -0.63277765 -1.684014561 -0.762453296  0.34919565
## Hlil_158       0.42656535  0.18449719 -0.698024842  1.005710996  1.63395262
## Hlil_159       0.05576001 -0.04504843 -0.647961663  1.266634331 -0.23789415
## Hlil_160      -2.20663793  0.58506090 -0.906493383 -0.459960860 -0.07435292
## Hlil_161      -0.18221485 -0.75902394  2.070297596 -2.887969488 -1.03695882
## Hlil_162       0.28455665  1.08573151  1.160197867  0.399001150  0.40209802
## Hlil_163       1.49812407  0.77929630  2.816896643  1.202587729  0.90501943
## Hlil_164      -2.37863910  3.74154614 -1.350789832  0.141516285  1.73239130
## Hlil_165      -0.77371510 -1.55313327  2.578815641  0.718790706  1.76822055
## Hlil_166      -0.03972105 -1.56802599 -2.215570854 -0.235711678  0.07523573
## Hlil_168       0.39712734  0.31568546 -0.352303094  0.281312169  0.74853012
## Hlil_169       0.53945925 -0.28857183 -0.705992409 -0.467705782  0.79910005
## Hlil_173      -0.04424234 -0.42617246 -0.295462614 -0.842200342 -0.61157678
## Hlil_174       0.13571130 -0.22966250 -0.492568348 -0.406560670 -0.43318481
## Hlil_175       0.08984538 -0.08891154 -0.867118481 -0.412310886 -0.08833503
## Hlil_176       0.60164862 -0.54702304 -0.149372520 -0.065011896 -0.91534385
## Hlil_177      -0.85812215  0.70092463 -1.701843552  0.468424124 -1.34484659
## Hlil_178       0.35251776 -0.05701220 -0.562212934  0.400231435 -0.46103088
## Hlil_179      -1.21226448 -0.61487790 -1.841698603 -2.210234755  0.43265104
## Hlil_180      -3.31434150 -0.55787311 -0.663453935 -2.239996957  2.13577390
## Hlil_181      -0.88602707  1.47571374 -0.782480484  0.367432759 -0.44524579
## Hlil_182      -2.44244761 -0.70559114 -2.152181904 -0.550160990  1.97826165
## Hlil_183       2.50584676  0.04344603 -0.933096536 -1.073874255  0.26409224
## Hlil_184      -2.02473881 -0.10178618 -0.021598219 -0.577986965  0.42116544
## Hlil_185      -1.62018190  0.30909009 -0.798397328  1.783320718  1.10078304
## Hlil_186       1.74579976  0.62680316  0.225162516  3.093238488 -0.66763848
## Hlil_188       1.99017762 -2.42523283 -3.068543785 -1.242602163 -1.46185088
## Hlil_189       0.54029390  0.28185350 -1.249469789  1.867702765 -0.42749382
## Hlil_190      -1.09244030 -0.66064990  0.382754957  0.214901941 -0.09543819
## Hlil_191       1.83382551 -3.29391572 -0.674562559 -1.460259203  1.97638453
## Hlil_193       0.09856930  0.93153724  1.620316603  2.446620492 -2.79273129
## Hlil_195       1.13849762 -0.56193855 -1.070487161 -0.291592101 -0.62738637
## Hlil_196      -2.96636104  0.42611155  0.381129023  0.482339116  0.09763404
## Hlil_197      -0.11149399 -1.59099223  1.402815608  0.238773679  0.25989108
## Hlil_198       0.48616463 -0.05077377  0.067860245  1.261674143  1.62795866
## Hlil_199       0.18450642  1.68351705  1.095326436 -0.393383845 -0.61302347
## Hlil_200      -0.82390749  0.57882161  0.509712443 -1.100762259 -1.49861849
## Hlil_201       0.75801046  3.31678870 -2.609452436 -1.220377570  0.84442768
## Hlil_202       2.90014545 -1.10784487  2.305252127 -2.322342541 -0.03380547
## Hlil_203       0.57001278 -1.23100482 -0.251280406  0.534072226 -0.56390796
## Hlil_204      -1.01587103  1.46333772  0.471692959 -1.183186410 -2.31653442
## Hlil_205       0.52502566  0.37330321  0.022540272 -0.894094822 -4.64331231
## Hlil_207       0.48047124 -2.11993989  0.169133005  2.604382328 -0.10576017
## Hlil_208       0.28011421 -0.99315346  0.378329803 -0.076195240 -0.86311992
## Hlil_209      -1.24262786  1.59344114 -0.514620562  0.545087375 -0.16005896
## Hlil_210       1.06183304  0.14179536  0.984372497  0.229788324 -1.06690236
## Hlil_211       1.12528118  1.22222270 -1.490969791  0.329977617 -0.50301258
## Hlil_212      -0.08769568  0.03642427 -0.114811174  0.127383494 -0.97707182
## Hlil_213       1.32795277 -1.27863350 -1.393138407 -0.237073019  0.13873685
## Hlil_214       1.16591491  1.09398255  1.711242755 -2.658582238  0.11468305
## Hlil_215      -0.80789392  0.81683101  0.785076793  0.289125882 -1.07316344
## Hlil_216      -1.20564107 -2.15125650  0.971730871 -1.547053763  0.22543857
## Hlil_217       1.34528653  0.73382670 -0.238087238  0.014484914  1.02299087
## Hlil_219       0.21982752  1.75830765 -1.719362194 -0.770098673  1.63645271
## Hlil_220       0.19366685 -1.41558010 -0.934064477 -0.333440007  1.49220283
## Hlil_221      -0.51358431  0.74259282 -0.217892330  0.310571589  0.18187666
## Hlil_224      -2.25329082 -0.48575585  0.062299068  0.756088636  0.67660499
## Hlil_225      -0.96717390  0.90212160 -0.568736813  1.099019000 -2.17171309
## Hlil_226       0.04567273  0.39026509 -0.662492034  1.429413916  0.20751866
## Hlil_228      -0.10000690  2.11305215  0.964395429 -0.981078215 -0.61421941
## Hlil_229      -0.16830674  2.78401509  0.723964846 -1.237684304  1.07149167
## Hlil_231      -0.39785902 -0.77219042  1.243875366  3.629124349  0.98992327
## Hlil_232       1.18752746  0.45187965 -0.267879263 -0.091328493 -0.43035771
## Hlil_233      -0.83378641  0.55040187  0.438470789  0.427347442  2.64703694
## Hlil_235       0.62739599 -1.83307963  0.268948812  0.194805838  2.04047965
## Hlil_239      -0.32936431 -0.53831967 -0.813250931 -0.471608224 -2.21141833
## Hlil_240       1.24727398 -0.34204159 -0.504814172  0.168735882 -0.25561992
## Hlil_241      -0.86777134 -0.24843329  1.418215937 -1.108626595 -0.05740141
## Hlil_242      -2.75660467 -1.06226179  2.117712724 -0.555952694 -0.98251108
## Hlil_243      -1.81319260 -0.49446018 -3.193447069  1.169832405 -1.63867167
## Hlil_244       0.62012792  0.17220066  1.660387617  0.218800951 -0.57762414
## Hlil_245       1.85785251 -0.20185497 -2.100275875  1.313877004 -1.77689201
## Hlil_246      -0.47058263 -2.16406962 -0.011210320 -2.497452126  1.58197890
## Hlil_247      -0.21481122  2.38683337  3.032082245 -1.598862611  2.25480806
## Hlil_248       0.05651579 -0.59998759  1.376818567  0.411383407 -0.63554492
## Hlil_NBG_351   0.30168446  0.03632596  1.261122335  0.984615905 -1.04360284
## Hlil_NC_167    0.21466285 -0.54153884 -0.102173604  0.208699478 -0.37284840
## Hlil_NC_170    0.72311035 -0.09519201 -0.307700280  0.092642357 -0.47973221
## Hlil_NC_171    0.36874020 -0.65837789 -0.101423250  0.215533810 -0.62337192
## Hlil_NC_172    0.35085214 -0.65099954 -0.145556564 -0.115543470 -0.49797918
## Hlil_NTBG_260  0.69148790  1.07741435 -0.282996809 -0.784915497  0.99541955
## Hlil_W_222    -1.21913156 -4.00442770  3.208580964  1.363116023 -1.08052209
## Hlil_W_223    -0.34270974  0.01594382 -0.099763080 -0.831722033 -1.10986095
## Hlil_WBG_226   0.39319544  0.52280958  0.866854951  0.007415003  0.84354408
##                       PC31        PC32        PC33         PC34        PC35
## Hlil_130       0.629976346 -0.41094300  0.97058626  3.928777819  0.40757971
## Hlil_132      -0.369331342  0.95155454  1.30352223 -2.955385145 -1.29949542
## Hlil_137      -2.622342679  0.15306330  0.88802549 -1.922934510  2.29406483
## Hlil_143      -2.162706983  0.45449345 -1.07833550  0.402238478  0.12209034
## Hlil_145       2.448297667 -0.01393462  1.06389860 -1.176646941 -0.50834277
## Hlil_146      -0.157206092  0.31942781 -1.65827449 -1.064378010 -1.95997688
## Hlil_147      -0.808102746 -0.70472243 -1.72321945  1.655614499 -0.74622607
## Hlil_148      -2.340793025  3.35592997  0.98810616 -2.017945337 -2.25065768
## Hlil_150      -0.845144573 -0.40514390  0.93801585 -1.483035281  1.29656887
## Hlil_152       0.074231127 -1.25559511 -1.00348784 -1.037758600  0.01301863
## Hlil_153       2.600694837  0.38617337  0.37583450 -0.183654568  1.89460693
## Hlil_154      -0.787462068 -2.32988533 -1.50287573 -1.570415764 -1.57992790
## Hlil_155       0.426947393 -0.06365936 -1.29955024  0.024485881 -0.74689452
## Hlil_156       0.232534401 -1.15626121 -0.14391499  0.469264774 -0.04415269
## Hlil_157       1.489470864 -0.37885835  1.46166225  0.226725007 -0.15676762
## Hlil_158       1.620578603  0.54205363 -0.08222312 -0.338079234  0.52287679
## Hlil_159      -2.126583939  1.35977174  0.35219024  3.414322005  0.30737687
## Hlil_160       0.974704072 -0.76754450 -1.14804610  0.001427811  0.16438658
## Hlil_161      -1.056783235  0.38129107 -0.77754128  2.014252903  1.04033674
## Hlil_162      -0.518165083 -0.31403793 -0.86851587 -0.274791083  0.36428775
## Hlil_163       1.502062649  1.15053429 -0.50395295 -0.606339672  0.12748145
## Hlil_164      -1.328479948  0.31677380  0.05102015  0.394342705 -0.51283314
## Hlil_165       1.488102167  1.88029321  1.40900314 -0.356446423 -1.27804704
## Hlil_166      -0.270170041 -1.51452937  0.93487567 -1.563783018  0.89952487
## Hlil_168      -0.028121635  1.40083158  1.69887248  0.224906640 -1.04664157
## Hlil_169       0.096174623  0.83096697  1.03385890 -0.457766318 -1.26559777
## Hlil_173      -0.050204184 -0.14634508  0.43750144  0.359270565  0.35236609
## Hlil_174      -0.002881088 -0.12802609  0.90165485  0.317464661  0.39259366
## Hlil_175       0.047963694  0.26968691  0.04664953  0.660662200  0.61092787
## Hlil_176      -0.688158712 -0.41880477  0.03776086  0.314431214  0.62871714
## Hlil_177       0.282024807  1.39263530 -0.45019441 -0.653935568  0.50179023
## Hlil_178      -0.286601181 -0.43948053 -0.04018712  0.150095345  0.38318975
## Hlil_179       1.709540321  0.05590129 -4.10918540  0.276996776  1.43216555
## Hlil_180       2.074128283  1.60097257  1.23482755  2.027786759 -0.85952008
## Hlil_181       0.423329497  0.68934152 -0.78450081  0.687781461  0.59167888
## Hlil_182       0.009225387  1.15322438  0.92068178 -1.364245756 -0.40228854
## Hlil_183       1.029799962 -1.56227269  1.81743633 -2.029522562  1.93032201
## Hlil_184       0.168045711  1.04308270 -0.11378184  0.516492178  0.72495568
## Hlil_185      -0.021172882 -1.03180357  1.70128007  0.773958340 -0.37752436
## Hlil_186      -0.017349358  1.28346884 -0.88026714 -1.022886177 -0.52097734
## Hlil_188      -2.002448826  1.38241668 -0.85136203 -1.109505449  1.70405021
## Hlil_189       0.657636103 -2.42079602 -1.16209080 -0.333007541  0.25690185
## Hlil_190       0.102252924 -3.46787513 -0.80636463  1.146153936 -2.56638874
## Hlil_191       0.878032792  1.50962072  0.06586732 -0.157233543 -1.63307241
## Hlil_193      -0.709245252  1.78087862  0.10435437 -1.065173612  0.35867312
## Hlil_195       0.305140593  0.46220508  0.34812659  0.257965323 -0.88461033
## Hlil_196      -2.770134335  1.23730733  1.15034248 -0.065884222  1.93701363
## Hlil_197       0.879075390  1.00583903 -0.40575008  2.250503125 -1.53198551
## Hlil_198       0.203373275  1.05596855 -0.57043015 -1.605241721  1.45738208
## Hlil_199      -2.970079708 -0.68666556  1.74211184  0.150799521 -0.54215477
## Hlil_200       0.607848210 -0.39961730  0.95700972 -0.819112180 -0.93942535
## Hlil_201      -0.350150049  0.24785518 -0.37292275  0.614763642 -2.98272167
## Hlil_202       0.184076012 -1.54083024  1.82705301  0.062653098 -0.66632116
## Hlil_203      -1.993972644  0.01040290  0.30745124  0.542897414 -0.79031143
## Hlil_204       0.711885695  1.35237991  1.12915392  1.558975585  1.20080276
## Hlil_205       0.277802537 -1.98190299 -0.56302033  1.119169561 -1.83599051
## Hlil_207       1.493689243  1.16952452  0.15285544 -3.251246052 -0.28711516
## Hlil_208       0.519103393 -2.62799710 -0.66502289 -0.724405739 -1.40281279
## Hlil_209      -1.086925828  1.13357290 -0.61713288  1.198351468 -0.42577683
## Hlil_210       1.128228355 -1.18352796  0.06071411  0.741357215  0.70958214
## Hlil_211      -0.887566875 -0.02361484  0.03691680  0.070245845  0.63581047
## Hlil_212       0.990354320 -0.29285685  0.30731587  1.151752369  0.63075737
## Hlil_213      -0.252499709  0.38275887 -0.71658130  0.772294817 -1.58665756
## Hlil_214      -0.113009487 -0.92993807  0.45570449  0.294724197 -0.34427413
## Hlil_215       1.219438528  1.07240734 -0.24120590 -0.724045318 -0.97899328
## Hlil_216      -1.455679520 -0.14987471  0.01829325  0.227576523 -0.26584032
## Hlil_217      -0.164901063  0.05077573  0.48654119 -0.936397149  1.12200189
## Hlil_219       0.416716250 -0.42484010  2.01725177  0.066327961  1.46491214
## Hlil_220      -0.915602022  1.39853965 -1.00022135 -1.774485571  0.68140959
## Hlil_221      -0.167190096  1.34286643  0.28075214  0.977210546 -1.40807758
## Hlil_224      -2.450514721 -0.82433911 -1.42337858 -0.769270923 -0.36442347
## Hlil_225      -0.291994195 -3.38064819  1.02229692  0.698816790  0.51587321
## Hlil_226      -0.043657603  0.69380240 -4.25948087  0.764993047 -0.88494678
## Hlil_228       1.826656141  2.06540135 -0.40764082 -0.347362901  1.28060336
## Hlil_229       1.009534455 -0.18161458  0.35431334  1.180561874  0.88342784
## Hlil_231      -2.924000405  0.46264220  1.73860605  1.350220827 -0.98173976
## Hlil_232       1.243004008  0.05127922 -1.75854670  0.289694483  0.32500932
## Hlil_233      -0.049034337 -4.52026801  2.93265634 -1.358563691 -0.95121455
## Hlil_235      -3.003141248 -0.96553948 -1.61648379  1.141080325  2.55966568
## Hlil_239       0.463805199  0.43034408 -0.06256447  1.092963765  1.24771704
## Hlil_240       0.012073903 -0.18863739  1.08598600  0.577375589  0.94559504
## Hlil_241       1.721337207  0.26016494 -0.05720374 -1.052091134 -0.46150461
## Hlil_242       2.460818142 -0.66654192 -0.13411526  1.776919210  1.57675791
## Hlil_243       0.557966686 -0.60163444  1.77743387 -1.451519552  0.29172887
## Hlil_244       0.322015829  0.02595804 -0.32598355  1.383586177  0.28659493
## Hlil_245       2.207155162  1.72975633  0.85148403  0.883043602  0.20504791
## Hlil_246      -1.344443004  0.09718175  0.65350951  1.193624957  0.49220674
## Hlil_247      -0.308037347 -1.31288725 -4.15618699 -2.359789082  1.19339734
## Hlil_248       0.944139715 -0.16090089  0.20396907 -0.395506643 -2.85639202
## Hlil_NBG_351  -1.160500104  0.44208330 -0.79719497 -0.569243206 -3.00829350
## Hlil_NC_167   -0.403676924 -0.24641396  0.16489925 -0.047250367  0.50586350
## Hlil_NC_170    0.110662222 -0.09919173 -0.23650435  0.143407821  0.23288474
## Hlil_NC_171   -0.385383949 -0.24297151  0.27040589 -0.160746684  0.43321991
## Hlil_NC_172   -0.424871422 -0.18068211  0.27316289 -0.097527277  0.36157663
## Hlil_NTBG_260  0.744430615 -0.73824028 -0.95098550 -0.993521984  0.30135038
## Hlil_W_222     0.144373541 -0.18898594  0.18378040 -0.371148973  3.22799476
## Hlil_W_223     0.592086041 -0.19083010 -0.13946550  0.449158564  0.65655260
## Hlil_WBG_226   0.853876568  0.03710629 -1.06168903 -0.351236715 -0.54835657
##                       PC36         PC37         PC38         PC39         PC40
## Hlil_130      -1.106834597  0.035219089 -1.687297116  1.668623501  2.573425363
## Hlil_132       1.697605342  1.605357400  1.453001769 -1.079493376  1.864529687
## Hlil_137      -1.170408673  0.139688303 -1.793304495  0.149409148  1.179457451
## Hlil_143       1.527821543 -0.822922581 -1.476556516  0.204375011 -1.781954239
## Hlil_145      -0.919546510  0.124574577 -0.726679265  1.273170602 -0.871435816
## Hlil_146       1.022504686 -0.895331575 -0.722651948  0.176985372 -1.726013783
## Hlil_147      -3.155639891 -0.964592688  0.241430443 -0.191477999  2.710576363
## Hlil_148      -2.685871213  0.294692529 -0.052362228 -4.333337344  0.048085060
## Hlil_150       0.631093907 -1.492883057 -0.680182191  0.651221196 -0.773678700
## Hlil_152       1.387937061  0.520130458  1.249490726 -0.942403977  0.602046688
## Hlil_153      -0.068278322 -1.144901336  1.034453868 -0.215562963 -1.500187904
## Hlil_154       2.264955963 -4.102981700 -0.476310387 -0.575301768  1.720119121
## Hlil_155       0.360902764  1.518423859  0.164322194 -0.078211396 -0.400013018
## Hlil_156      -0.815548267 -0.680510107  1.477958523 -0.981500136 -1.223371270
## Hlil_157      -0.707689267  0.077034889  1.340585118 -0.479065249  1.394154258
## Hlil_158       0.185395392 -1.452908964  1.641593818 -1.840639043 -1.729247498
## Hlil_159       0.839357015  2.230257499 -0.803229894  0.260608708 -0.935918832
## Hlil_160      -0.339875001  1.511611584  0.623098590 -0.743318970  0.205113470
## Hlil_161      -0.559659710 -0.366988627  1.662268084  0.604227500 -0.208915326
## Hlil_162      -0.283886404 -1.526534957  1.214828520  1.689374091 -0.877274846
## Hlil_163       0.312082936 -0.192255938  0.439127266 -1.842418149  1.296802514
## Hlil_164       0.413197214 -1.731169064 -1.742281444 -0.470352643  1.609054153
## Hlil_165      -0.366942568  1.186080740 -0.556280055  0.621503885 -0.842105084
## Hlil_166      -0.432389957  1.080884367  1.815118432  0.030675516  0.745023100
## Hlil_168      -0.201366507 -1.530388046  0.382030410 -0.209980932  1.329766790
## Hlil_169       0.447773576 -0.546525658  0.436468979 -0.569129273  0.967378459
## Hlil_173      -0.031904949  0.451299826  0.033877512  0.508388423  0.511216249
## Hlil_174      -0.080295748  0.568845747  0.013881929  0.322178998  0.336527941
## Hlil_175       0.558966378  0.561338188 -0.052136256  0.126991712  0.927741412
## Hlil_176       0.494376878 -0.003728029 -0.028967265  0.213512563  0.277385500
## Hlil_177       0.544917884  1.759377077 -1.576000716  1.909921452  0.343414012
## Hlil_178       0.301666889 -0.374458798 -0.001721901 -0.091062423  0.319227135
## Hlil_179      -0.442427160 -0.065221138  1.222027543  0.817868116 -0.036439224
## Hlil_180       0.911119183 -1.835236963 -0.531101213 -0.694553020 -1.362544881
## Hlil_181       0.256137933  3.020070076  0.767308144 -0.809665117 -0.260492750
## Hlil_182      -1.415594746 -0.941979896 -1.263202900  0.202371919 -0.288709756
## Hlil_183       1.148314869  1.933517603 -2.832909017 -1.079476368 -2.700368765
## Hlil_184       0.215627925 -0.379218439 -0.335420962 -0.711453543  0.183245111
## Hlil_185      -1.574271324  0.308389780  1.028416195 -0.395963820 -1.579489138
## Hlil_186       1.377011716 -0.351144269 -1.036234628  1.362307243  1.186847457
## Hlil_188       0.876734122 -1.808586299  1.528722284  2.459573652 -0.962589379
## Hlil_189      -1.014124212  0.401973842  0.585472618 -0.934730491  2.199251633
## Hlil_190       0.322006924  0.969420253  0.264960233 -0.098421577  0.236768968
## Hlil_191       0.560054252  0.725928069  0.128843708 -1.513023416  1.684113535
## Hlil_193      -2.997264317 -1.041529944  0.056138444 -0.001368997 -1.053925977
## Hlil_195      -0.325146813  0.873593234 -0.870247383 -0.923142320 -0.402066938
## Hlil_196      -0.687030615 -0.413518269  2.353780955  0.318847941  2.253711039
## Hlil_197      -0.243423919  3.107201047 -0.520747595 -0.820065048  1.526146382
## Hlil_198       1.025907633  1.482331773 -0.021560492  2.288475099  0.161486285
## Hlil_199       0.097424081  1.300349068 -0.701869189  2.202924368  0.328071758
## Hlil_200       4.038107110  1.960122440 -0.302615544  0.946838707 -0.072923356
## Hlil_201       0.462174283 -0.666089912  0.419102430  0.090688046 -0.515462586
## Hlil_202       0.311808149 -0.374686501 -0.937010880  0.436897982  0.461586660
## Hlil_203       0.046126182 -0.261930117  0.800400283 -0.226511053  0.926777541
## Hlil_204       1.764254384 -0.108565469  0.616267331  0.941578036 -0.913008315
## Hlil_205      -1.801660301 -1.153585652 -1.881916433 -0.569991284 -1.618771597
## Hlil_207       0.167128760 -0.553242993 -1.546252989 -0.113413039  0.725814043
## Hlil_208      -1.792836884  0.432278639 -0.833498727 -0.403608058 -1.164000986
## Hlil_209       0.459950671  2.261012285 -0.184902703  1.497956422  0.306744406
## Hlil_210       1.509663845 -0.225654142  0.160949178 -1.161956431 -0.107371367
## Hlil_211      -1.361948082  0.243004115  1.780872051 -2.076102205  0.270524527
## Hlil_212       1.004195396  1.383143060 -0.004732485  0.375014245 -0.780077742
## Hlil_213      -2.584474724  0.395925855  1.950624062  1.991213368 -2.832725313
## Hlil_214      -1.063377778 -1.339607161  0.397289490  1.649139457  0.173154697
## Hlil_215      -0.064005759  1.305845452  3.187479280  1.777923320 -0.510032374
## Hlil_216      -0.255906716  0.230005295 -0.133380897 -0.030966344 -0.982568516
## Hlil_217      -2.216226025  0.300766345  0.161082674  0.596513907 -1.824863018
## Hlil_219      -1.633713866 -0.044764712 -1.666846082 -1.393648738 -1.764685828
## Hlil_220      -0.155217342 -0.183505719 -1.623089941  0.425341108 -0.202774057
## Hlil_221      -0.626105878  0.104632092 -1.016307266 -0.065341141  0.520854498
## Hlil_224      -1.102460410  1.976109781 -1.045494137 -0.587799313 -2.290514859
## Hlil_225      -0.001982063 -0.305379033 -0.284850878 -0.891138555 -1.210403619
## Hlil_226       1.369254071 -0.277606395 -2.691687423  0.588997891  0.095970736
## Hlil_228      -0.221098022 -0.338022014 -1.100598027 -0.696090316 -0.909184694
## Hlil_229       1.005832626 -1.052618869 -0.554405510  0.084166919  0.451682884
## Hlil_231       2.653951100 -2.634091475  1.420322546 -0.744377460 -1.946769914
## Hlil_232      -2.546954966 -0.876581691 -2.439572030  0.187888724  1.499660338
## Hlil_233       0.206483988  0.762089683  1.134516131  1.396316687  0.539083563
## Hlil_235       0.531844064  1.918442066  0.360055980 -3.279945003 -0.043042895
## Hlil_239       2.697802298 -1.447440289 -0.063738174 -3.200144104 -0.560709200
## Hlil_240      -0.708078293 -0.528059795 -1.156903051 -0.278246547  0.283230322
## Hlil_241      -1.480213255 -0.074582610  0.723161646  1.975568732 -0.028909512
## Hlil_242       0.098541344 -1.693809200 -0.760684635 -0.007957745 -0.100374412
## Hlil_243      -0.384436246 -0.853732986 -1.580092646  0.830853952  2.351294620
## Hlil_244      -0.236692364 -0.798938284 -0.736552353  0.380303042  0.608564064
## Hlil_245      -0.097327381 -0.624429755  2.958645262 -0.044346784  0.784330863
## Hlil_246       0.254930463 -1.214498646  0.877257091  0.883589840 -0.004185122
## Hlil_247       0.059304281 -0.011089469  1.171043690 -0.632160156  0.278816134
## Hlil_248       1.113730636  0.951045435 -0.047187610 -1.430771708  0.166271260
## Hlil_NBG_351   0.274945961 -0.673315848  0.166832037  2.138363056 -1.085156810
## Hlil_NC_167    0.516699172  0.055487073 -0.166989322  0.272099953  0.451404767
## Hlil_NC_170    0.485543981  0.039151635 -0.320473019  0.329787079  0.210934111
## Hlil_NC_171    0.502103099  0.154657728  0.283210191  0.244090901  0.181181254
## Hlil_NC_172    0.332353873 -0.176371375  0.007973394  0.263868625  0.464123635
## Hlil_NTBG_260  0.446272721 -0.042795915  1.517379211  0.292076228  0.480087384
## Hlil_W_222    -0.434196651  0.522587216 -0.420901696  0.049177250  0.801304158
## Hlil_W_223     0.361953788  0.486942240 -0.250555389  0.361933924  0.391834424
## Hlil_WBG_226  -0.061516614 -0.070326942  0.986824642 -0.612088079 -1.160658568
##                      PC41        PC42        PC43        PC44        PC45
## Hlil_130       0.84568837 -0.71523153 -0.20052699  0.86253913  1.29516736
## Hlil_132       0.15171288  1.18313415  0.74276946  0.19973802 -2.17952206
## Hlil_137       0.51271815 -1.72528703  0.72929254  1.35969385 -0.52333263
## Hlil_143      -1.11182390  0.13016429  0.89103640  0.48861741 -1.83613355
## Hlil_145      -0.12199589 -1.75031936  2.42365337 -2.18942606  0.44595406
## Hlil_146       0.70688925  0.12079512 -2.69251587  2.95505091  0.71949395
## Hlil_147      -0.35741601 -2.67888612  0.05951898  1.17457584  1.32581351
## Hlil_148       0.05208790  0.64963837 -0.29537525  1.40860077  0.72606688
## Hlil_150       2.11127974  2.11453296  0.20449583 -1.19584451 -0.47153487
## Hlil_152       0.12305119 -0.00772665  1.09812104 -1.50760869 -2.23821084
## Hlil_153       0.12243423  1.22583716  1.12683028  0.75808770  0.62234948
## Hlil_154       1.16826733  0.78218972 -0.45478261 -0.38304180  1.49864081
## Hlil_155       1.20488709 -0.25365144 -1.42176515  0.42782157  1.32504395
## Hlil_156       0.50510893  0.66450466 -0.42382647  1.06732625 -0.34973591
## Hlil_157      -1.22259670 -1.06140288  1.51469308 -0.30031794  2.05247866
## Hlil_158       0.08145510  0.06939823 -1.24600920  0.39207173  0.02494662
## Hlil_159       2.35941614 -0.23326182 -0.86643768 -0.70719078  0.74516294
## Hlil_160       1.24314617  0.37762284  0.48969120 -0.02756739  0.28241706
## Hlil_161       0.97663027 -0.70187917  1.01161637  2.48491538 -1.21228920
## Hlil_162      -3.51624763 -0.13923807  0.70345114  1.05560120 -0.56154065
## Hlil_163       1.58073677  0.19984845 -0.24120227 -0.60917443 -1.75051922
## Hlil_164       0.53160443 -0.83594440 -2.74557781 -0.30478873  1.75607584
## Hlil_165      -2.59331622  0.95365457 -1.26674916  0.54044717  0.75804122
## Hlil_166       1.62019184 -1.06686807 -2.21608985  0.35978469  1.09939415
## Hlil_168      -0.67591964  0.85742222  0.08186414 -2.12996740 -0.61789795
## Hlil_169      -0.04430239  0.61796542  0.27844535 -0.68930549 -0.20410093
## Hlil_173      -0.93228649  1.01712418  0.23441010 -0.53252437 -0.46918939
## Hlil_174      -1.06884808  1.12141032  0.60048061 -0.31794378 -0.63229885
## Hlil_175      -0.30186160  0.30877646  0.19471338  0.13725800 -0.35431931
## Hlil_176      -0.90789930 -0.09237347  0.21691097 -0.45836318  0.15267911
## Hlil_177       1.87986036 -0.64347454  1.41419063  1.58081845  0.25551921
## Hlil_178      -0.85068150  0.27041028  0.57561176 -0.46185501 -0.21669685
## Hlil_179       0.46386352 -0.07275087  0.57510875 -0.56209164 -0.24093591
## Hlil_180       2.02270943  0.99220177  0.94067710  0.01502832  0.21567339
## Hlil_181      -0.77321177  0.45562791 -1.65404826 -0.50827583  0.15192984
## Hlil_182      -0.64177648  1.21600962 -2.79316910 -0.41470770 -0.65291903
## Hlil_183       0.38636713  0.13105311  0.83762361  1.07292407  2.40072226
## Hlil_184      -0.11160712 -0.16102582 -0.17037602  0.53192437 -0.43678495
## Hlil_185      -1.12026072  0.72616989  0.40011176  1.01206579  1.50897396
## Hlil_186       0.09765329  0.56370164 -1.34906300  0.58866125 -0.43004205
## Hlil_188       1.56110949  0.83048780  1.59371640  0.95766063  1.87033416
## Hlil_189      -0.95685961  2.30059529  0.39017226  0.37864556 -0.56189763
## Hlil_190       0.50538713  1.03723030  1.29868204  1.49883240 -1.06979083
## Hlil_191      -0.23558524  0.77534435  0.83251232 -0.14211044  0.17558325
## Hlil_193       0.32974466 -0.77706244  0.62616375 -0.22935795  0.07999928
## Hlil_195       0.31664625 -0.51661456  0.40836585 -0.14762919  0.14223187
## Hlil_196      -0.61325127  0.20100963  0.10425909  0.98056656  1.41342344
## Hlil_197       0.85396435  2.16074406  0.88029626 -0.10272568  0.51293742
## Hlil_198      -0.73396877 -0.92675370 -2.13489778  0.09129266  0.46832304
## Hlil_199       0.59840233  0.44685766  1.06539791  0.82371228 -1.22527786
## Hlil_200      -0.89670969 -0.84881950 -1.86164986 -0.28927313 -0.79506869
## Hlil_201      -0.32713911 -0.26227679  1.40742791  0.33553916 -0.13610865
## Hlil_202      -1.02284070  0.42399633  0.61602476 -0.99736840  1.21985089
## Hlil_203       0.45802730 -0.76148680 -2.37759229 -0.58206109 -1.37979026
## Hlil_204      -0.18686685 -0.32567708 -0.10636674 -0.63740573  2.08615779
## Hlil_205      -0.67883628  1.50492953 -1.78705759 -0.85707151  0.92089280
## Hlil_207      -1.46726077 -2.37954241  0.90320273  2.32688956  0.03703419
## Hlil_208      -0.25882068  0.55935470  0.40391712  0.62821290  0.13816826
## Hlil_209      -0.53660715 -0.21983398  1.89488765 -1.56320749 -0.86542080
## Hlil_210       1.89317421  1.82187470 -1.73887354  0.31017397 -1.56270328
## Hlil_211       0.10734881  0.34130841 -0.79703065 -3.21818938  1.60257163
## Hlil_212       0.11616219 -1.28259315 -0.42742620 -1.05266643  1.09802037
## Hlil_213      -1.23567910 -0.60410062 -0.87980643  0.15988515 -2.84752936
## Hlil_214       1.29836782 -1.06873875 -0.24412097 -1.24991211  1.08957663
## Hlil_215       0.45750729  1.51640543 -0.45537154  1.87486251  1.52464928
## Hlil_216      -2.02313205  1.43477570  0.80082359 -2.28906576  1.12357009
## Hlil_217       0.78660628 -0.44051433 -0.72834805 -3.85416572 -0.47294698
## Hlil_219       0.10345848  0.04877883  0.29304213  1.59725028 -2.23690910
## Hlil_220       1.02459454  0.20836381  1.54420927 -1.74595455 -0.91157376
## Hlil_221      -0.30098606 -0.42771195  1.66525669  0.73837763 -1.18424870
## Hlil_224       1.85905869  0.72974005  0.24131637  0.62866233 -0.02122194
## Hlil_225      -2.08790542 -1.58111418  0.07987197 -0.35817502 -0.74380672
## Hlil_226      -1.59951953  0.48995295 -0.01632956 -0.30402955  0.32497794
## Hlil_228      -1.29488096 -0.30479179  0.92190401  0.77729964  0.98602550
## Hlil_229      -2.64593610  1.04128378 -1.63844513  0.74719778 -0.13052911
## Hlil_231       1.01080462 -0.49703886  1.51816003 -0.59325416  0.85546422
## Hlil_232       1.23550574 -0.63719084  0.38308075 -0.47898581 -1.54559858
## Hlil_233       1.41602255 -1.08589624  0.33850708  1.55303498 -0.08333420
## Hlil_235      -1.56243830 -0.68571548 -0.32931763  0.93286022  0.60425207
## Hlil_239      -0.53583760 -3.53019854  0.18804096  0.20319975 -1.42747709
## Hlil_240       2.40198248  0.23597841 -0.72142479 -0.70490876 -1.38300658
## Hlil_241       0.60388023 -2.39138378 -2.53744602 -0.67896959 -0.99939285
## Hlil_242       1.40499024  0.60441927  0.76192395  0.93962686 -1.11160616
## Hlil_243      -0.64179966  1.96156929  0.17546414  0.35568647  0.28024712
## Hlil_244      -0.21077693  0.27556767  0.13958766  0.41215327  1.88758245
## Hlil_245       0.92751428  0.24973645  0.30755153  1.47339147 -0.72854720
## Hlil_246      -1.36430429 -0.67120905 -1.39600111  0.59021756 -2.29064333
## Hlil_247       0.06148369  0.21653626  1.14164396 -0.45707061  1.67206324
## Hlil_248       0.79146549 -4.61402106  0.37827788 -0.99926769  0.60437945
## Hlil_NBG_351   0.50487083  0.39845508 -0.05445934 -0.53955220  0.43874717
## Hlil_NC_167   -0.98879955  0.11632770  0.40054129 -0.39192319  0.11959434
## Hlil_NC_170   -0.73610790 -0.39207963 -0.50839081 -0.17194095  0.04387607
## Hlil_NC_171   -1.24553924  0.47743726  0.29710910 -0.36543114  0.02117229
## Hlil_NC_172   -0.95867458  0.17616013  0.55880948 -0.62568708  0.01853708
## Hlil_NTBG_260 -0.01888675 -0.47999387  0.74894815 -1.49970131 -0.89445765
## Hlil_W_222     0.28543972  0.85476714 -1.51800853 -0.57002460 -0.57690748
## Hlil_W_223    -0.40140110  0.35133961 -0.64741734 -0.28724056 -0.42225044
## Hlil_WBG_226   0.45812346 -0.68884030  0.28888268 -0.50446194  0.26326179
##                      PC46         PC47         PC48        PC49        PC50
## Hlil_130      -0.39147513 -1.189410330  0.490852679 -0.51312213 -1.02701129
## Hlil_132      -0.84905416  0.381250748 -0.453524831 -0.29510217  1.70088551
## Hlil_137      -0.68508058  0.317086416  0.117493733  2.37877056 -0.99747510
## Hlil_143       0.46207550  0.738737638  1.346200435  0.12133468 -0.85931224
## Hlil_145      -1.10097967 -1.629444315  0.215996203  0.39174963  1.50368035
## Hlil_146       0.37882794  0.709624225 -1.996300688 -0.75526372  1.48070656
## Hlil_147      -1.00745854  0.843079530 -0.295584102  0.12057327 -1.29966347
## Hlil_148       0.95273846 -0.270547740 -0.362677608  0.63476555 -1.20260461
## Hlil_150      -0.35011028 -2.030168883 -0.646060495  0.02574869  0.83616394
## Hlil_152       0.15901751  1.025650127 -0.195779086  2.34058528 -1.64303320
## Hlil_153      -0.19997295  0.780982255 -0.878740959 -0.38900579  1.45979489
## Hlil_154       1.75477491 -1.218129990  2.094002453  1.66367339  0.27536308
## Hlil_155      -0.28526168  1.478236770  1.288105828  1.28188902 -0.03456249
## Hlil_156      -0.39379738  0.206136115  0.153087119 -0.43391037 -1.56309409
## Hlil_157      -1.80685911  1.254729801 -0.634534338  2.69390273  0.47771174
## Hlil_158      -1.13922966  0.079866819 -0.442382552 -0.22404305 -0.62410305
## Hlil_159       0.69655263  0.373346024  0.096217036  0.35632371  1.24794083
## Hlil_160       0.88111999  1.315592833  0.791081372 -0.21950415 -1.86114805
## Hlil_161      -0.25243395 -0.467058008  0.481944865 -1.10021332 -0.65583466
## Hlil_162      -1.32650358  1.677384172 -0.217830991  0.85588694  0.23963936
## Hlil_163       1.10075663  0.372289782 -1.112225387 -0.18839204 -0.02872924
## Hlil_164      -0.32026649  0.365940571  0.543174414 -1.37079424  0.77877646
## Hlil_165       1.05572694  0.907423347  0.313092598  1.23884006  1.05711199
## Hlil_166      -1.43329449  0.349744255 -1.137990512  1.14785706 -0.25133683
## Hlil_168       0.93074698 -0.757236589  1.622962016  0.31356148  0.95775258
## Hlil_169       1.23782745  0.105365157  0.806736273  1.01426368  0.36804633
## Hlil_173       0.45515761 -0.142642345 -0.353300266 -0.01434076 -0.08481773
## Hlil_174       0.53531703 -0.175129854 -0.109388183  0.02328251 -0.56209703
## Hlil_175       0.35474945  0.199246392  0.136165389 -0.02553343  0.02753004
## Hlil_176       0.18751573 -0.630645582  0.620112435 -0.36229878 -0.00193370
## Hlil_177       0.30392390 -0.270427354  0.881329644 -0.75876328  0.09964338
## Hlil_178       0.24008701 -0.119755027  0.675513635 -0.26235315 -0.08615550
## Hlil_179      -1.89974514 -1.492618300  1.054704853 -0.51933988  1.21755445
## Hlil_180       1.39059281 -0.146279130 -0.741936859 -0.97717266 -1.87723631
## Hlil_181      -0.58847595  1.095588481  0.122394297  0.62834419  0.60945858
## Hlil_182      -3.04929439 -2.837425876  0.193582268 -0.52920915  0.05770549
## Hlil_183      -1.32897057 -1.059171694  3.324907067  0.95813390 -0.70342286
## Hlil_184      -1.29868247 -0.055643750  1.111118475  0.40772649  0.53924270
## Hlil_185       1.06364497  0.456087442  0.755490249  0.37940476  1.93422899
## Hlil_186       0.83796623  0.348682751  0.584011760  1.59687679 -1.04776829
## Hlil_188       1.86117795 -0.062587000 -2.536953012 -0.92955621 -0.35819529
## Hlil_189      -0.81403317  0.013321756 -1.309798528 -3.18853383 -0.12026278
## Hlil_190      -2.74436904 -1.207565226 -1.564542348  0.51999808  0.93979729
## Hlil_191      -0.72298693 -0.358243590  1.184820684 -1.99798354 -2.24581261
## Hlil_193      -0.63233200  0.143616888  0.741184153  0.40492711 -0.68485112
## Hlil_195       0.60924884 -1.352217612 -0.525219691 -0.89118140  0.96766126
## Hlil_196       0.46826486 -0.525448656  0.959775864 -1.71511208  0.26771691
## Hlil_197       0.27474482 -0.581082302 -0.221988736  1.38362077 -0.02232282
## Hlil_198       0.62668520 -0.345569344 -0.381948116 -1.39991268 -0.72504512
## Hlil_199      -2.95797300 -1.130767716 -0.335461538 -1.12819197 -1.89517625
## Hlil_200      -0.31875510  0.189364441 -1.005556049  0.25404682 -0.90072677
## Hlil_201       0.46476033 -0.233073107 -0.633642679  0.26295683 -0.05319465
## Hlil_202       0.45509121  1.077351591  0.094557256 -0.60956657 -0.23839273
## Hlil_203       1.41844493 -1.499612175 -2.174113122  1.33769320  1.77976119
## Hlil_204      -2.05507762 -1.575963141 -1.374145379  1.85275366  1.09093725
## Hlil_205      -1.76997791  1.748528708  0.995578601 -1.03460963 -0.19510887
## Hlil_207      -0.05064115 -0.018690390 -0.169965350 -1.44636417  1.10112498
## Hlil_208       0.59858001  0.131735225 -1.967771926 -0.67452254  1.04612217
## Hlil_209       0.92953601  1.029304201  0.727409848 -1.45182187  0.70035747
## Hlil_210      -0.96279142 -0.064851521  0.975998913 -0.59287219  1.04742507
## Hlil_211      -0.83120291  0.384662876 -0.586998748  0.59487417 -0.78260511
## Hlil_212       1.40321658  2.271581217 -1.062919348 -0.86156856  0.23429542
## Hlil_213       1.04378682 -0.435729588  2.741045145  1.26967633  0.44117487
## Hlil_214       1.03828146  1.359570686  0.750674972  0.10094084  1.33749183
## Hlil_215       0.79267466 -2.006901291  0.629063050 -0.38616619 -0.94448654
## Hlil_216       0.55444931  0.448529097 -0.566818716 -0.07271625 -2.13442079
## Hlil_217       0.42423258  0.754280882 -1.518840805 -1.62155839 -0.34893446
## Hlil_219       0.77580325 -0.639710079 -1.595712153  0.98198163 -1.90677620
## Hlil_220      -0.64784638  1.415026236 -2.630402600  0.15484824  0.13475318
## Hlil_221      -0.37146515 -0.336338795 -0.626436562  1.20711810  2.24023102
## Hlil_224       1.42579984  1.186716657  1.058133911 -1.00305029  1.41676407
## Hlil_225       3.16164298 -3.998857334 -0.769409129 -1.17572770 -1.09719283
## Hlil_226      -0.65673122 -0.379154945 -1.597014067  1.76556306 -2.51768924
## Hlil_228      -0.21071169  0.695233416 -0.726098803 -0.56784282  0.55909994
## Hlil_229       0.88529379  0.104283700  0.774897729 -1.63640837 -0.09912454
## Hlil_231      -2.68464136  1.303581438  0.470192590 -0.54576545 -0.87252650
## Hlil_232       0.33337601  0.007434153  1.062438023 -0.16915552  1.86840225
## Hlil_233       1.18901131  1.475342831  0.003177047  0.91916288  0.05989496
## Hlil_235       0.69879290 -0.963465732 -0.053375405  0.97656138  0.82964676
## Hlil_239       0.07362194  0.331368983  1.138946573  0.10367444  0.88677297
## Hlil_240      -0.13394047  0.029143665  0.745051219  0.02193263  0.92014130
## Hlil_241       0.80998452 -0.478969375 -0.076596740  1.23804348 -2.96735981
## Hlil_242       1.08780886  2.000284542 -0.255784673  1.55752057 -1.42428559
## Hlil_243       0.55481408  2.752992754 -0.185048826 -0.35467322 -0.08379685
## Hlil_244       1.17931885 -2.188439167 -2.891766341  1.76829698  1.16438965
## Hlil_245       0.37462221 -0.022068327  0.967859731 -0.18367044 -0.61267681
## Hlil_246      -1.40756524  2.351510448 -1.058040717 -0.76299686  1.57193134
## Hlil_247       0.61186692  0.299706868  0.994737604 -0.14811292  0.56802027
## Hlil_248      -0.31614861 -0.091866950 -0.212555467 -3.22605401 -0.54494911
## Hlil_NBG_351  -0.68836730 -0.178881902  1.547218244  0.45619914 -0.12211410
## Hlil_NC_167    0.47167410 -0.595606636  0.638264379 -0.40869328  0.25636970
## Hlil_NC_170    0.31224026 -0.111523029  0.121054471 -0.05284416 -0.07959082
## Hlil_NC_171    0.25549366 -0.397785371  0.626332838 -0.25841995  0.05231599
## Hlil_NC_172    0.71858034 -0.514067698  0.462092283 -0.21942193  0.32175398
## Hlil_NTBG_260  0.20494904 -1.371484818  0.906010834  0.67402307  0.54410623
## Hlil_W_222    -0.91110540 -0.268694939  0.901402542 -0.31780329 -0.20711286
## Hlil_W_223    -0.40513349  0.786766663 -0.719897611 -0.11060250 -0.28414972
## Hlil_WBG_226  -1.06624740 -1.246359046 -1.125115561 -0.29806489 -0.33717594
##                      PC51         PC52         PC53        PC54        PC55
## Hlil_130       0.62277399 -0.440325614  0.338454448 -0.11786934  1.31509848
## Hlil_132      -0.45348911 -1.085206275 -0.397394643 -0.41928556  0.79774902
## Hlil_137      -1.18706977  1.497618989  1.119653800  0.33384093  1.42985237
## Hlil_143       1.58496444  1.029430155 -1.312701393  1.01698403 -1.38743195
## Hlil_145      -0.43640587  0.346855656 -2.043151699 -1.07652582 -0.52858657
## Hlil_146       0.84585056 -0.180529186 -2.493312127 -0.22301140 -0.75195418
## Hlil_147       0.41626138 -0.106570814 -0.461923256 -2.36383955 -0.05731544
## Hlil_148      -0.19606414  0.405012540 -0.180603827 -0.01247102 -0.74648825
## Hlil_150      -0.39513072 -1.146300436  1.423006376 -2.34246585  2.80159411
## Hlil_152       1.77844696 -1.124491726 -0.437193113  1.67240765  0.99824542
## Hlil_153      -0.07858287  1.252178414  0.731231418 -2.11866368  0.14731862
## Hlil_154       0.23838270  0.516607093  0.570035037 -1.10741022 -1.03128334
## Hlil_155      -0.27296498 -1.801589549  1.811401232 -0.26798802 -1.92821589
## Hlil_156       1.25685440  0.114962788  0.193476019  0.67491662  0.20709725
## Hlil_157       0.37779820 -0.600245078 -0.577431353 -1.15001207  0.20442600
## Hlil_158       0.22099673  1.135522126  0.048866264 -0.93223862 -0.34272409
## Hlil_159      -0.15458657 -0.942369305 -2.605962086 -1.23009251 -1.39331855
## Hlil_160       1.37840595 -1.864468201  0.636461040  0.88289586  0.77836539
## Hlil_161      -0.22943632  0.021128533  0.785313487 -0.81207706 -0.96830363
## Hlil_162       0.25468543 -0.073622281  2.751801426  0.05619458 -1.43648176
## Hlil_163       0.83623548  0.807225483 -1.720716921  0.64074358  2.29391749
## Hlil_164      -2.63970133 -0.112077600  0.005477164  0.66493762 -0.62220125
## Hlil_165       0.62707848 -0.514073280  0.505207760 -0.06275217 -0.29240780
## Hlil_166       2.23776652  0.716667758 -2.365079724 -0.38762548  0.68826718
## Hlil_168       1.92556568 -0.095491967 -0.036414970 -1.10094053 -0.65080207
## Hlil_169       1.13577505  0.293105274  0.230996474 -1.04349012 -1.05830302
## Hlil_173      -0.93079951  0.559067810 -0.459103453  0.30373354 -0.08163265
## Hlil_174      -1.15011440  0.440571924 -0.649909048  0.51676134 -0.40716881
## Hlil_175      -0.99888332  0.495993047 -0.294755823  0.25629331 -0.69076683
## Hlil_176      -1.07518473 -0.253153727  0.023458745  0.59323655  0.14132668
## Hlil_177       0.78606098  1.659501589 -0.671603456 -0.20292202 -1.00371301
## Hlil_178       0.04852228 -0.330658375  0.090307896  0.50960901 -0.15706537
## Hlil_179      -0.76154204  1.037401119 -1.161656012  1.05047697 -0.43373047
## Hlil_180      -1.52622184 -0.106342331  0.126080711  1.29650236 -0.75211912
## Hlil_181      -0.69799617  0.973710840  0.290184381  0.59148258  0.27219013
## Hlil_182       1.68428395  0.309340520  1.937935859  0.64204351  1.16401872
## Hlil_183      -0.15827021 -1.802232435  1.063931423  0.01504436 -0.18527313
## Hlil_184       0.44304396 -0.305517177 -0.855848486  0.19053241  1.19612171
## Hlil_185       0.05874759  0.968445139  0.352133574  1.72018455  0.45745496
## Hlil_186      -0.77188814  0.871177355 -0.801941128  1.24292107  0.14204161
## Hlil_188       1.10160796 -0.813972561  0.325725399 -0.66463451  1.84085276
## Hlil_189      -1.89309223  1.325069120  1.061952989  0.44803681 -1.65349116
## Hlil_190       0.35385734 -2.356708402 -0.849795075 -0.14396721 -1.75313968
## Hlil_191      -1.84593872 -0.182644815  0.053517618 -0.54900856  1.84969821
## Hlil_193       0.08148747  0.093326649  0.302535990 -0.10989186 -2.07317775
## Hlil_195       0.15467109 -0.553544947  0.657795260  0.70279567  0.06764298
## Hlil_196       0.97230526  0.012794247 -1.477342770 -0.05944248 -0.89733386
## Hlil_197       0.30761988 -0.096983522  1.107355621  0.74295454  0.48122745
## Hlil_198       1.66541287 -1.174887396 -0.401297799 -0.47705310  0.73524933
## Hlil_199       0.66194029  0.379540031 -0.631398541  1.13796362 -0.33076398
## Hlil_200      -1.81351501  0.917015221 -0.261704088 -1.50905918  0.40728470
## Hlil_201      -0.06243327 -0.675736959 -0.236874629 -0.05146382  0.28529250
## Hlil_202       0.37739351  1.550498754 -1.450122517  1.30940695 -2.46667780
## Hlil_203       0.01763443 -0.274627114  1.633531826  0.30293697 -1.78350697
## Hlil_204       1.39490407  0.346851375  1.318912736  1.91357861 -0.53956394
## Hlil_205       0.17107982 -0.007865651 -1.173057184 -1.79854804  2.67994051
## Hlil_207      -2.43784631 -2.450392501 -0.528408735  1.00491310 -0.58714554
## Hlil_208       0.22139070 -0.852676559 -0.219301473  1.47252953  1.06036264
## Hlil_209       0.34759049 -1.785417599  0.673688453 -3.58510758 -0.12499402
## Hlil_210       1.50443957  0.341282557 -0.006447098 -0.15812318 -1.75963813
## Hlil_211      -2.11411968 -0.838886474 -0.546944473  0.65528510 -0.04707686
## Hlil_212      -0.44922994  2.493715814 -0.052518221  1.38764797  0.83479443
## Hlil_213      -1.70985125  1.889349985 -0.403213941 -0.43879494  1.61668962
## Hlil_214       0.85805204 -0.801727283  1.514047153  3.05904031  0.83714990
## Hlil_215      -0.53439435  1.791017935  1.544833304 -0.06237010  0.22607321
## Hlil_216       1.44377835  1.576179397 -1.063478094 -1.53200423  0.25069556
## Hlil_217      -0.31797639 -1.926793465  1.244153735 -0.88231430 -2.15874878
## Hlil_219       0.60439018  0.705401777 -0.577960576 -1.17804421 -1.63065008
## Hlil_220       0.43874890  0.923437029  0.714557518  1.48854796 -0.93570619
## Hlil_221       0.75104340 -0.399366694  0.148759017 -0.09961751  1.38131451
## Hlil_224      -0.73861206  0.006639558  1.525571026  0.07113338  1.33828866
## Hlil_225       0.43734763 -1.336652248 -0.962015427  0.73900546  0.77132626
## Hlil_226      -0.46654579  1.073129728  1.859175197 -1.00816928  0.08227616
## Hlil_228       0.20369114 -0.345986307 -2.301904404 -0.31228313  0.52856837
## Hlil_229       1.47454945 -0.654476678 -0.369105436 -0.45541025  0.33620573
## Hlil_231      -1.74907999 -0.075319882 -0.960915678  1.63948896  1.53102192
## Hlil_232       1.16123045  1.331841059 -0.810703281  1.70512664  0.89298514
## Hlil_233      -1.22035147  2.198736285  0.231813266 -1.45943576  0.13553159
## Hlil_235       0.56473035 -0.431562963  0.344130170  0.06564430  0.78007856
## Hlil_239       0.17988738  0.505391927  0.868555486 -1.13442529  0.30277273
## Hlil_240      -2.04386816  0.856214893  0.317321651 -1.59726269 -0.67194346
## Hlil_241      -1.24411781 -2.391509348 -0.847364865  0.49695482  0.11303606
## Hlil_242      -0.25467719 -1.616196744  0.616157994 -0.23427656 -0.34242294
## Hlil_243       1.23424969 -0.063688523  0.696707558 -0.28611377  0.46762038
## Hlil_244      -1.89374935  0.693232096  0.267831078 -0.67485238  0.88250509
## Hlil_245       0.01038187 -1.581498284  0.463121340  0.70748728 -0.01666894
## Hlil_246      -0.79609154 -1.344825420  0.957339689 -0.14405186  1.21606712
## Hlil_247      -0.25880843 -0.617878487 -0.719803809 -0.39725438 -0.32786096
## Hlil_248       2.76127430  2.083287181  3.317222122 -0.19692120  0.12845429
## Hlil_NBG_351   0.54796713 -0.759542568 -0.944711595  0.22405134 -0.42912521
## Hlil_NC_167   -0.67567331 -0.277392974  0.063419219  0.55459303 -0.08735542
## Hlil_NC_170   -0.26557553 -0.853663348 -0.380585921  0.60191719 -0.39673845
## Hlil_NC_171   -0.50589052 -0.394324523  0.162572204  0.62363207 -0.31059140
## Hlil_NC_172   -0.67467098 -0.210978508  0.112306575  0.59899623 -0.11249333
## Hlil_NTBG_260 -0.19379993  1.114982402 -0.657543752 -0.14568619  0.27688220
## Hlil_W_222     0.17964387  0.501988138 -0.015953067 -0.04460651 -0.55466254
## Hlil_W_223    -0.35550226  0.145443307 -0.292435666  0.54344090  0.18678674
## Hlil_WBG_226  -0.31305809  0.725103487 -0.470415093 -0.70697608 -0.66099586
##                       PC56        PC57         PC58        PC59         PC60
## Hlil_130      -1.104141890  0.13055467  1.755208744 -1.86846760 -0.745237043
## Hlil_132      -1.084124814  1.92257092 -0.163762847  0.70297242 -1.431688740
## Hlil_137       0.320570365 -0.57845543 -0.239811397 -0.57247935 -0.352234438
## Hlil_143       1.191365745 -0.33932579  0.832964947 -0.33090618  2.642908803
## Hlil_145       0.732361181 -0.78295752  0.282991149  1.26930178  0.120619038
## Hlil_146      -1.382668528 -1.64675898  0.249406203 -0.51949743 -1.047495375
## Hlil_147      -1.258400068  0.27226753 -2.071650698 -0.44367877  1.275209373
## Hlil_148       1.273995451 -0.68226687  0.898153654 -0.24714097  1.211380203
## Hlil_150       0.816652591  0.31904610  0.936730622 -1.27357296  0.806803814
## Hlil_152      -0.432454352  0.07805279  0.917108664  0.49391355  1.134151764
## Hlil_153      -0.954358358  1.78666295  0.396174136 -1.81150728 -0.823737382
## Hlil_154      -0.630258304 -1.19835217 -0.846229063 -0.98411738 -0.047732153
## Hlil_155       0.999540275  0.80805304 -0.295150612  0.20333409  0.420108930
## Hlil_156       1.465995504  0.05522677 -0.174509664  0.43990651 -1.217644462
## Hlil_157      -0.025997631  1.77256261  0.428533442 -0.16110888  1.021108876
## Hlil_158      -0.676413861 -0.91192120 -0.924790807 -0.25213439  0.195187322
## Hlil_159       0.573373265  2.24987734  0.860377392  0.37465349 -0.730818509
## Hlil_160       2.541924139  1.65200806  0.220936737 -0.10066290  0.016796460
## Hlil_161       1.730030260  1.46422720  1.135448444 -0.84581375 -0.511235701
## Hlil_162       0.311865840 -0.92309788  0.039801138  2.19534770 -0.266395375
## Hlil_163       0.536314840  0.05615187 -0.809591732  0.70977769 -0.814597207
## Hlil_164       0.605444171  1.14173396 -0.809478780  0.36459672 -0.658006093
## Hlil_165       1.617160716 -0.82210015 -0.268226230  0.74890752 -1.940383317
## Hlil_166       1.203979615 -0.36517779  0.367976711  0.76606064  1.487734330
## Hlil_168       0.094047815  0.92858698  1.945873168 -0.37871277  0.599206664
## Hlil_169       0.617497766  1.58384243  0.907405479  0.34688203  1.116212290
## Hlil_173      -0.014601020 -0.46391333 -0.541128281  0.42370291 -0.025660981
## Hlil_174       0.233993795 -0.56878750 -0.465267237  0.37022764  0.034313160
## Hlil_175       0.230081577  0.41918793  0.495408499  0.80354628 -0.135317685
## Hlil_176      -0.488520199  0.11045311 -0.851657381  0.54494643 -0.364718347
## Hlil_177      -2.086143674 -1.19434368  2.129442689  0.41995936  1.220796457
## Hlil_178       0.085342874  0.01858135 -0.562767496  0.42261522 -0.326058921
## Hlil_179       0.248345517  0.66562254 -0.097542775 -1.68970034 -0.910242747
## Hlil_180       0.302754633 -0.34579559 -0.506605230 -0.11055802  0.415356476
## Hlil_181       0.625157571  2.21134766 -2.035520248 -1.79752901  0.923671838
## Hlil_182      -0.001209135  0.68641583 -0.161589006  0.54721038  1.143380865
## Hlil_183      -0.061420249 -0.25510753 -0.574761195 -0.63968745  0.085261185
## Hlil_184      -2.274745133  0.14704745  1.557125661  2.27093281 -1.135228822
## Hlil_185       0.939961532 -0.13267875  0.269882888 -0.56741936 -1.996212289
## Hlil_186      -0.684236939 -0.62159821 -2.965109449 -0.48612551 -0.248750860
## Hlil_188       2.226851096 -0.19956145 -0.038831708  0.85613971 -0.599181870
## Hlil_189       1.878344412 -1.06193723  1.820154009 -1.55839418  1.182829105
## Hlil_190      -0.776706685 -0.53913652 -0.344696691 -0.01985198 -0.536668969
## Hlil_191      -0.647774094 -0.93509282 -0.246340299  0.39970446  0.872599904
## Hlil_193      -0.752009690 -1.06579045  0.698701671 -0.98598174  1.468929079
## Hlil_195      -0.768789402 -0.24656224 -0.763999834 -1.45886801  1.016577355
## Hlil_196       0.908600717 -1.02737379 -0.205836266 -0.16654733 -1.177716882
## Hlil_197      -0.026464019 -2.69606867  0.549202761 -0.40075540  0.145619392
## Hlil_198      -0.584440875 -1.40113977  0.312939216  0.49757174 -0.783230428
## Hlil_199      -1.530142458  0.62918980 -0.631222506  0.97721640 -0.737638585
## Hlil_200       1.140662834 -1.62400394  2.295880872 -0.96820551  0.272010552
## Hlil_201      -0.189982018  0.08387897 -0.259731168  0.79309470 -0.229133235
## Hlil_202       0.306176969  0.72412645 -0.296809606 -0.47952955 -0.869737375
## Hlil_203      -1.283482567  1.39147962  0.899910906 -0.46100212  0.412330892
## Hlil_204       0.588153024 -1.09513808 -1.255384088  0.11783194  0.849014459
## Hlil_205       0.748358133  0.41441203  0.319863850  0.75371221  0.048726420
## Hlil_207      -0.012559711  2.47973670  0.935536436  0.44207797  1.103684493
## Hlil_208       0.331553568  0.37999728  0.584377633  0.37734399  0.166938758
## Hlil_209       1.478964108 -1.95805648 -2.335793490  0.02332800  1.357537330
## Hlil_210       0.350587623 -0.54951489 -2.115956765 -0.27958699  0.351454542
## Hlil_211      -1.229372408 -3.02225878  2.159632692  0.33591057 -1.712680731
## Hlil_212      -0.881816290  0.46946038  1.243785844  0.25945718  1.901242964
## Hlil_213      -0.960128980 -0.14183364 -0.225345751  0.03208861  0.139794549
## Hlil_214      -1.213882279 -0.78978742  1.447344461 -0.59554530  0.442259347
## Hlil_215      -0.923083358  1.96850586  0.971297907  1.12701407 -0.032679929
## Hlil_216      -2.601879325  1.91113057 -1.280401330 -1.25068947 -1.143087021
## Hlil_217      -0.732405431 -0.59496071  0.091244101  0.59994918 -0.490436299
## Hlil_219       0.199322654 -0.09345156 -0.427379246  0.39058262 -0.693753074
## Hlil_220      -0.848739007  1.18724045 -1.164112371 -1.61281101 -0.337763492
## Hlil_221       0.801935526 -0.69268394  0.007501005 -3.07535939 -1.276060413
## Hlil_224      -2.219064728  0.05802580 -0.602233674 -0.43371636  0.887802933
## Hlil_225      -0.270676906  0.29590424 -0.254274513 -0.84216766 -0.272807797
## Hlil_226       1.073987942  0.75547503  1.874276578  0.29003389 -2.371567766
## Hlil_228       0.106479699 -1.19609523 -0.917649235 -1.23406704 -0.134423013
## Hlil_229      -0.784897311  0.64132106  0.652833130  0.54115078  2.941515182
## Hlil_231       0.959952913  0.65155379 -0.350999250 -0.08466690  0.809307204
## Hlil_232       2.472780397 -0.22081241 -0.001923136  2.14886178 -0.246978510
## Hlil_233       0.757374870 -0.94019119 -0.186505594 -0.29430979  0.036183847
## Hlil_235      -0.566996626  0.12470352  0.004890886  1.39388295 -0.175979669
## Hlil_239      -0.365270059 -0.56244155  1.514442092 -1.19301255 -1.756788486
## Hlil_240       0.297982704  0.23773691 -0.587580422  3.03003005 -1.457205645
## Hlil_241       1.149933067  0.90585895 -0.684448615 -2.12314334 -0.629153550
## Hlil_242      -1.594976840  0.13054581  0.513633766  1.81239225  0.555638878
## Hlil_243      -1.226851374  0.37630346 -0.026283298 -0.60479923 -1.236823712
## Hlil_244       0.228331982  0.03263255 -1.877317974  1.94719724  2.329074500
## Hlil_245      -1.821002357 -1.10709256 -1.412027309 -0.02408057 -0.520519180
## Hlil_246       0.051303143 -1.30865091 -0.160691895 -0.87422073  1.004942912
## Hlil_247      -0.699577768 -0.08650310  0.050018457  0.34756858 -0.005481119
## Hlil_248       0.333692017  0.05743058 -1.486004117  1.21688750 -1.261361015
## Hlil_NBG_351   0.426617215 -0.01636775  1.007648057 -0.48881306 -0.375270008
## Hlil_NC_167   -0.087246185  0.04665693 -0.307759208  0.34200636 -0.385211186
## Hlil_NC_170    0.546133441 -0.02564130 -0.122800799  0.64186793  0.081724720
## Hlil_NC_171    0.358652953  0.18415887 -0.726331980  0.49930905 -0.648799943
## Hlil_NC_172    0.042075566  0.29438940 -0.540410257  0.60837789 -0.349347655
## Hlil_NTBG_260  0.407400442 -0.11113145 -0.585248357 -0.64652591  0.649760535
## Hlil_W_222     0.713773019 -0.03678832  0.332903384 -0.78837686 -0.118175803
## Hlil_W_223    -0.822589222  0.18188550 -0.083770512 -0.16127796  0.632304238
## Hlil_WBG_226  -0.601236943  0.08488493  0.956281314  0.96574147  0.765046864
##                      PC61        PC62        PC63        PC64         PC65
## Hlil_130       0.02090261  0.79377854 -0.36510665  0.30453205 -0.526695360
## Hlil_132       0.86653794 -0.28226471  0.67096169 -1.79513285 -0.566312559
## Hlil_137       1.24051844 -1.32753490 -0.01528292  0.42613749  0.629539563
## Hlil_143       0.84464025  1.22662691  1.04536608  0.30438227 -1.200255998
## Hlil_145      -0.56290210 -0.43140103 -0.65141014 -1.11356726 -0.008413135
## Hlil_146      -2.19265456 -1.15283997 -0.43160701  0.77144994  0.878649799
## Hlil_147       0.02442065 -0.42979738 -0.30213207 -1.53081087 -1.318591401
## Hlil_148      -0.44928569  0.53469311  0.80319130 -0.79986829  0.744911083
## Hlil_150      -0.10103088  0.16922175 -0.36866375  0.85799667  1.221779776
## Hlil_152      -2.02320470 -0.29180383  1.09393178  1.34465461 -0.492757181
## Hlil_153       2.33989018 -0.11943132  1.31094259 -2.32976801  0.804954022
## Hlil_154       0.70417470  0.55853137  0.27694864 -0.64373487 -0.335056963
## Hlil_155       0.84433313  1.58297884 -0.37628009 -2.66610154 -0.506427424
## Hlil_156      -0.06870326 -0.83074072 -0.62336889 -0.17695637  0.511936956
## Hlil_157      -1.58284457  0.86318667 -0.30566416  1.92852177  1.220818706
## Hlil_158       0.27351295  0.29098894  0.44791282 -1.31405731  0.383348706
## Hlil_159      -0.84792519 -0.48561697  0.97028121 -0.32308440 -0.734712442
## Hlil_160       1.57339547 -1.79480572 -0.72943974  1.49092140  1.092460257
## Hlil_161      -0.51928322 -0.83581065 -1.06795011  0.13737306  0.499898599
## Hlil_162      -0.69589838 -0.87833264  0.23021369 -0.38971545  1.501174850
## Hlil_163      -0.57943674  0.60023990 -0.54056390 -0.75758943 -0.072949661
## Hlil_164       0.40819279 -0.30518919 -0.48546082  0.10949333  0.538103004
## Hlil_165       0.25397043 -0.16229348  1.51710203  0.85642399  0.457121688
## Hlil_166       1.87439353  0.25611001 -0.48097128 -0.13542832  0.643199717
## Hlil_168      -1.24214640 -0.11894569  0.39081130 -0.34110825 -1.060073429
## Hlil_169      -0.75829494 -1.04162867  0.10736130  0.10441268 -0.782778684
## Hlil_173       0.01916399  1.14679840 -0.19692629  0.64885989  0.662633474
## Hlil_174      -0.00465596  0.78364502 -0.23430613  0.27334089  0.632443656
## Hlil_175       0.69734145  1.16968983 -0.15678467  0.62736289  1.183593378
## Hlil_176      -0.08745520 -0.34476054 -1.14799307  0.52184519 -0.748001908
## Hlil_177      -0.45835874  1.59597482  0.44571125 -0.09535195  2.126687885
## Hlil_178       0.08571467  0.24665742 -1.21409970  0.93383278  0.285685695
## Hlil_179       0.28538711 -0.86675673  1.23693504  0.54887766  0.919752818
## Hlil_180      -0.12217900 -0.34016083 -0.06389729  0.24909573 -0.323667971
## Hlil_181      -1.22350307  1.17985144 -0.41977199  0.16165600 -0.688231653
## Hlil_182       1.04611275 -0.73280967  0.36521958 -0.64927524 -1.343512683
## Hlil_183      -0.21605782 -0.77107778  1.05482696  0.41046546 -0.432592913
## Hlil_184       1.23363662  0.72274281 -1.55543868  1.00053343 -1.337953423
## Hlil_185      -0.25999448  1.67977933 -0.94334727 -0.68318626  0.032478019
## Hlil_186       0.58551751 -1.44895422  0.59532463  0.23149664  0.132833602
## Hlil_188       0.08852131 -0.26378100  0.32436223 -0.22934167 -1.295543540
## Hlil_189      -0.36825772  0.35832571  0.98901435  0.23553345 -1.518755525
## Hlil_190       1.37351831 -1.80089383  2.12532330  0.62462119 -0.505601931
## Hlil_191      -1.34009312  0.96123038  2.04929573  0.05629172  2.637962619
## Hlil_193      -0.47041754 -0.56002288 -1.44623481  0.84565985 -0.508179241
## Hlil_195      -0.76744637  0.52046446 -3.12733180  1.14353240  0.947150207
## Hlil_196       0.89092838  0.26192213  1.36721928  1.08160614  0.954141232
## Hlil_197       0.19769122 -3.43045653 -1.70553676 -1.66889616 -0.434558321
## Hlil_198      -0.33175762  0.08116590 -1.16638453 -0.44525955 -0.605100364
## Hlil_199      -0.74326738  0.43282400  0.64749512 -1.20746531  0.180186486
## Hlil_200       2.17251932  1.42113914 -1.46758277 -0.74558801 -0.589613556
## Hlil_201       0.17741396  0.19865500 -0.21331204 -0.26125850  0.104146752
## Hlil_202       1.57229275  0.19967583 -0.06082456 -1.33632939 -0.786210848
## Hlil_203       1.31089324  0.85986899  0.45638543  1.52325025  1.193709232
## Hlil_204      -1.93384660  1.21989044  0.40362584 -1.72385109  1.186802911
## Hlil_205      -0.80964376  0.49750481  0.07975086  0.40033761 -0.774935371
## Hlil_207      -0.18988012 -0.30487500 -0.36047159 -0.68568445 -0.088606814
## Hlil_208       1.16441582  0.53625792 -0.82006022  0.47275770  0.852987378
## Hlil_209       0.71343794  0.40053284  0.08773475 -0.72332085 -0.371976494
## Hlil_210      -1.05349993  1.10506935 -1.02496872  1.35938931  0.880924763
## Hlil_211       0.69476758 -0.08133828  0.05974373 -0.18090322 -1.259817453
## Hlil_212      -0.34370905 -3.01044171  2.00925396 -0.70132094  0.950767478
## Hlil_213       1.79698654  0.11021454  0.44037503  0.60762412  0.387737007
## Hlil_214      -0.12793638  0.35350575  1.69863143  0.24547510 -0.886023974
## Hlil_215      -1.53908104 -0.08657904 -0.28709208  0.55651566 -2.765439140
## Hlil_216       0.12986453 -0.48456103 -1.24133413 -0.25444966  1.182777218
## Hlil_217       0.70499038 -0.69091088  0.34045399  0.51734027  1.676148144
## Hlil_219      -0.64245480 -0.42800353 -0.73874813 -0.16110670 -0.686296973
## Hlil_220       0.28198135 -0.14018338 -0.90955590 -0.11067262 -2.001005342
## Hlil_221       0.84545463  1.12518502  0.25816248  0.98596337  1.043345676
## Hlil_224      -0.18312068  0.46535362  0.39989072 -0.50212878 -0.366907866
## Hlil_225      -1.33133559  0.63400924  1.41541090 -2.44016610  0.298084183
## Hlil_226      -0.91261635  0.89603818  0.50381061  0.05119853  0.556662488
## Hlil_228       0.56032622  0.66258749  2.08932426  2.74015942 -3.092515161
## Hlil_229       1.57551278 -2.11049156 -0.55671239  0.29110816  1.170813715
## Hlil_231       0.86788692  0.10496042 -0.52537185 -0.35472365  0.707582192
## Hlil_232       0.02456679  0.31557094 -0.76114276 -2.49122948  0.622680794
## Hlil_233      -1.23423311 -0.42142733 -0.75221421  0.71361993 -0.570703522
## Hlil_235       0.32404344  0.71305234  1.21308341 -0.44308190 -0.397225125
## Hlil_239      -0.65843702 -2.60725943 -0.74235129 -0.41367905 -0.116407692
## Hlil_240      -1.83140926 -0.65925173  1.65874517  1.01085350  0.025005961
## Hlil_241      -0.76822880  0.46826274  1.15352044 -0.44699694  0.251449954
## Hlil_242       1.48599568  2.79258589  0.34575662 -0.16315867 -0.682743396
## Hlil_243      -0.91540405 -0.02259359  0.51873976 -0.32961834  0.758308129
## Hlil_244       0.72075593 -1.06535091  0.66371222  0.93706921 -0.278744265
## Hlil_245       0.92558924  0.07963799 -0.35098758 -0.53296695  0.053662427
## Hlil_246      -2.74350182  0.30189899 -0.19766418 -1.07916401 -1.266140249
## Hlil_247      -1.43209872  0.67218074 -1.14425213 -0.47477721  1.015828598
## Hlil_248       0.93231592  0.91556944  1.18473974  2.02948578 -0.569199950
## Hlil_NBG_351  -0.04064474 -0.99783074  0.14752358  0.04259786  0.426655552
## Hlil_NC_167   -0.22063224 -0.30165434 -1.33157747  0.66974655 -0.846564321
## Hlil_NC_170    0.74529675 -0.29731701 -0.87115699  0.33284806  0.099199060
## Hlil_NC_171   -0.10403699 -0.25161140 -1.24228107  0.73120604 -0.489363372
## Hlil_NC_172   -0.26585622 -0.29430213 -1.19658474  0.73124449 -0.594112049
## Hlil_NTBG_260 -0.23153705 -0.31414187  0.75978282 -0.17415453 -0.805217228
## Hlil_W_222    -0.15220539 -0.02236375  0.49651113  0.08611524 -0.095437548
## Hlil_W_223    -0.23135613 -0.40303879 -0.18669336  0.29051947  0.713226788
## Hlil_WBG_226   0.41403642  0.97700300 -1.34552611  0.46869424 -0.254020779
##                       PC66         PC67         PC68         PC69         PC70
## Hlil_130       0.901462519 -0.255654623 -0.029415923 -0.345521108  0.376148305
## Hlil_132       1.609674882 -0.306581047  0.577349655  0.081252750  0.504907825
## Hlil_137      -0.187734632  0.216610459 -1.413867853  0.983140458 -0.319016813
## Hlil_143      -0.492186774  1.610686315  2.026680723  0.050422107  1.294101591
## Hlil_145       0.694004578  1.427411580 -0.487263649  0.942279579  0.576910548
## Hlil_146      -1.582417558  0.936681969 -0.809073137 -0.248067557 -2.721228958
## Hlil_147       0.519788096  0.650684271  1.103516515  0.958071728  0.424997127
## Hlil_148      -0.273556324 -0.575313679  0.143555512 -0.835532680  0.752379851
## Hlil_150      -1.212514688 -0.968886330  0.053522026 -0.494589829 -0.334085628
## Hlil_152      -0.614948754 -0.535759240  0.769174502 -1.119552635 -0.610630844
## Hlil_153      -1.109407564  1.105872078  0.708977869 -0.394787973 -0.496531518
## Hlil_154       0.279357560 -1.975099949  0.531317917  0.159635125  1.331969697
## Hlil_155      -0.448734672  0.743535651 -1.845215540  0.357566540  1.180704698
## Hlil_156       0.591222974 -0.200264035  0.984904773  0.203309756 -0.692422788
## Hlil_157      -0.440324600 -0.316968792  0.017287820 -1.225260989 -0.483791138
## Hlil_158       1.479070994 -0.953514003 -0.760107998  0.962297746 -1.771950381
## Hlil_159      -0.217422814 -1.085126895 -0.557553759 -0.069227139  0.298148225
## Hlil_160       0.771115344  0.371310821 -0.128471120  1.355129565 -0.831837706
## Hlil_161      -0.961114504  1.509091277 -0.297346878  0.329523180  0.871796349
## Hlil_162      -1.035484850 -0.759165301  1.202810531  0.103707609 -0.489488326
## Hlil_163       0.678305193  0.262240516 -1.303496655 -0.133714331  0.730302850
## Hlil_164      -1.717829256 -0.421973836  0.057942510 -0.145838529  0.007341704
## Hlil_165      -0.383988213  0.595773035 -0.585901590 -0.705892820  0.095676759
## Hlil_166      -1.937130169 -0.459501453  0.589985997 -0.040145539 -0.109186595
## Hlil_168       0.464929965  0.336804205 -1.523530560  1.123605950 -1.310250509
## Hlil_169       1.849851929  0.707817717 -0.154729481  0.667877919 -1.520459414
## Hlil_173      -0.372411423  0.311970249  0.353066002  0.148010053 -0.437500380
## Hlil_174      -0.497732462  0.379109773  0.270521351 -0.003623579 -0.711266045
## Hlil_175       0.132510129 -0.009722382 -0.245218273 -0.659291489 -0.606875323
## Hlil_176       0.222308946 -0.781266699 -0.963842237 -0.050097443  0.549882229
## Hlil_177       1.052434191 -0.916696087 -1.284969385  0.404193320 -1.178647437
## Hlil_178      -0.093147859  0.495061348 -0.294630509 -0.045877780 -0.157817535
## Hlil_179       0.762183399  0.958710070 -0.121687566  0.333334958 -0.736505102
## Hlil_180      -0.198920383 -0.373022887  1.245334064 -1.296850522  0.743127509
## Hlil_181       0.020813295  0.888137991  1.405003145 -0.454523395 -0.391158455
## Hlil_182       0.116917250  0.373565634  0.425318592  0.703470444  0.327849624
## Hlil_183       0.136007467 -1.070262007  0.815880154 -1.389449826 -0.505995192
## Hlil_184      -0.719686250 -1.439276328  0.290652876 -1.121146004  0.230950322
## Hlil_185       0.974892996 -1.072323566  0.128933732  0.240404938 -0.674250492
## Hlil_186       2.744755476  1.174850706 -0.208397113  0.049081102  0.553942153
## Hlil_188       0.977829846  0.270594237 -1.078750730 -0.963628157  0.349156328
## Hlil_189       0.212440272 -0.827023484 -2.185182169 -2.288980909 -0.051829691
## Hlil_190      -0.075446544 -0.338560469  0.046017294 -0.559348084  0.322019868
## Hlil_191      -1.103609800  0.466854483  0.751937621  1.177738903  0.428795503
## Hlil_193      -0.160298609  0.107679401  0.454735570 -0.231943288  0.277013421
## Hlil_195       0.751303490  0.966219023  1.048316632  2.148145268 -1.256550925
## Hlil_196       1.893639830 -0.081473880  1.359795727 -0.001599852 -0.264995434
## Hlil_197      -1.755999591  0.319654991 -0.702207165  0.336661805  0.342315199
## Hlil_198      -0.861266076  0.025833830  1.379048806 -0.188083979  1.630694254
## Hlil_199       0.110093184 -0.281054540 -0.461857015  0.258442322 -0.938964681
## Hlil_200       0.480937857  0.898307008  1.194532132  0.583260793 -1.094297491
## Hlil_201      -0.009608535 -0.028301051 -0.143576517  0.304199084  0.183831360
## Hlil_202      -0.666447158 -0.652663533  1.222859180  0.574807416 -1.233081458
## Hlil_203      -1.722211492 -0.358910230 -0.181044937 -0.325266711  0.956986354
## Hlil_204       0.639577863  1.111554263 -1.755884562 -1.045485081  1.927434391
## Hlil_205       0.024901870  0.345866733 -0.666637081  0.370516235  0.526828304
## Hlil_207       0.339855666 -0.671977128 -0.600566474 -0.056842733  0.163221175
## Hlil_208       1.716979046  0.180104388  1.384168858  1.050819478  1.061473911
## Hlil_209      -0.724370659 -0.809024636  1.244736223 -0.908334949 -1.547211893
## Hlil_210       0.654033512 -1.078135552 -0.031401658  1.408420491  0.618501520
## Hlil_211       0.340572692  1.547889932 -0.403247553 -0.084098269 -0.896915421
## Hlil_212       0.341377180 -2.435878354  0.457158433  1.343105431  2.298673483
## Hlil_213      -0.880089576 -0.022302204 -1.565858152 -0.500636108  0.436633658
## Hlil_214       0.370765983  1.252084425  1.386471655 -0.416348805 -1.226828509
## Hlil_215      -1.141908733 -0.930268439  1.744506652  1.881418021 -0.070466250
## Hlil_216       0.385690993 -1.318874571 -0.447753841 -2.396306822  0.220674321
## Hlil_217       0.981181318 -1.508966849  0.006091811  2.200542658  1.199522544
## Hlil_219       0.063420649 -0.725412281 -0.884111817  0.478726558  0.129091775
## Hlil_220      -1.508172020  1.301998014 -0.099725250 -0.282902910 -0.701613808
## Hlil_221       0.148571163 -0.326621859  0.734309829  0.600303657  1.866661176
## Hlil_224       1.152152604  0.470132995 -0.307661363 -1.519387131 -0.755996203
## Hlil_225      -1.714353165  1.387854497  0.254863125  0.482983443 -0.048515617
## Hlil_226       0.859510824 -0.850877742  0.358805921  0.884120973  0.041289027
## Hlil_228      -1.214356521 -0.914065325 -0.747856587  1.676693995  1.372948057
## Hlil_229       0.622533475  1.878541759 -2.036454047 -1.464371127  0.351786660
## Hlil_231      -1.075452303  0.224689446 -0.710057843  1.033264034 -0.313323571
## Hlil_232      -0.885147475 -2.103642513  1.091973320 -1.692876409 -0.833597753
## Hlil_233       0.406093286  0.664424918 -0.650922869 -0.301301991  1.543785190
## Hlil_235       0.781503823  0.513754100 -0.484615939  1.160507752 -0.086663714
## Hlil_239       0.484307494 -0.048502877  1.329325360 -0.849712029 -0.465245552
## Hlil_240      -0.202887239  3.017462340  1.781823946 -0.675332578  0.825242593
## Hlil_241       0.597521090 -0.770526940 -0.310179876 -1.541093371 -1.070947909
## Hlil_242       0.142751985  0.472707082 -1.295043038  1.290259964 -0.853599072
## Hlil_243      -1.177847705  1.952134046  0.364473710  0.654102916  0.893012772
## Hlil_244       0.589469983 -0.385078296  0.952169871 -0.093869471 -2.738272477
## Hlil_245      -1.018260417 -0.591285458  0.461643029 -0.894155839  0.331350946
## Hlil_246       1.444817931 -1.739065990 -0.065011788  0.455091065 -0.209931023
## Hlil_247      -1.580068020  0.692378640 -0.405723034  0.473554648  0.910503146
## Hlil_248      -0.664143233  0.335270954 -1.808629607 -0.824300388 -0.836367512
## Hlil_NBG_351   0.560574371  0.250816564 -0.261088223  0.133762630 -0.069991584
## Hlil_NC_167   -0.143398369 -0.490270754 -0.615068175  0.007433540  0.111361391
## Hlil_NC_170    0.177452550  0.077291454 -0.217226089 -0.367003006  0.069732670
## Hlil_NC_171   -0.249615913 -0.138301472 -0.771045759  0.104957669  0.305420042
## Hlil_NC_172    0.209840931 -0.279592436 -0.956029174 -0.043751696  0.551759234
## Hlil_NTBG_260 -1.185995719 -0.943088300 -1.192403385  1.242894513 -0.171041240
## Hlil_W_222    -0.088641895  0.070961596  0.288491099 -0.009618170 -0.526299749
## Hlil_W_223    -0.504505684 -0.756200787  0.382315874 -0.386400516  0.215993895
## Hlil_WBG_226   2.347486259  1.023340304  1.675232998 -2.781078542  2.038593583
##                       PC71         PC72         PC73        PC74         PC75
## Hlil_130       0.826821639 -0.403954833 -0.435726821  0.10872020 -0.715766986
## Hlil_132       0.020796592 -1.146874357  0.192054661 -1.19729331  0.571952972
## Hlil_137      -0.778482771  1.294060915  0.251217539  0.38885607 -0.743656587
## Hlil_143      -0.265022926 -0.355800225 -0.367895695  0.17348324  0.250765933
## Hlil_145       0.232738845 -0.156071813 -0.574674115 -0.88829069 -0.885493176
## Hlil_146       1.207041197  0.004706784 -0.179463487  1.03075394 -0.762709527
## Hlil_147       0.480581638 -0.372052482 -0.052462674  0.78249136 -0.001282724
## Hlil_148       0.708900348  0.774722514 -0.311690057  1.51141352 -1.687128479
## Hlil_150      -0.088782357 -0.061881401  0.347400815 -0.22100907  1.274447217
## Hlil_152      -0.598499375 -0.920166282  1.031006833  0.26112023 -1.880574359
## Hlil_153       0.483889046  0.604491663  0.300992375  0.66695479 -1.870612401
## Hlil_154       0.528476026  1.142510675  1.069698377  0.05160766  0.768710436
## Hlil_155      -2.542098271  0.358539663 -0.516743528 -0.18160410  0.306078382
## Hlil_156       1.083827932  0.504318873  0.491028556 -0.24591842  0.566076459
## Hlil_157      -0.506978664 -0.035091926 -2.655716931  0.05416257  0.312211984
## Hlil_158      -0.702562745  0.844810828  0.285332949 -0.29690421  0.412846954
## Hlil_159      -0.733945457 -0.114969825  0.167733258 -0.99875044 -0.091040814
## Hlil_160       1.226691834 -1.860458315  1.009908884 -0.15676237  2.113138447
## Hlil_161      -1.663163754 -1.098988836  0.978243921  0.85741334  0.854231913
## Hlil_162      -0.640207637 -0.831279471  0.850411421 -0.72316671 -0.315996007
## Hlil_163       0.138280047  0.047793515 -0.182415861 -0.05509602 -0.260069046
## Hlil_164      -0.309252447 -1.258766130  0.358619134 -1.18313272 -0.459609860
## Hlil_165      -0.547656485 -0.033439170  0.002067241 -1.79630588  1.109838921
## Hlil_166       0.096259931 -1.407666313  0.896509293 -0.78841832 -0.351344267
## Hlil_168      -0.318061645  0.675105841  1.968648900  1.67502706  0.179686362
## Hlil_169      -0.412808475  0.620225733  0.053643771  0.69401226  1.171391313
## Hlil_173      -0.570814451  0.038991139 -0.170460626  0.88369722 -0.764992942
## Hlil_174      -0.388631092 -0.170668908 -0.173386116  1.13273278 -0.523482467
## Hlil_175      -0.108666506 -0.302716785 -0.363180073  1.68144527 -0.058522753
## Hlil_176       0.618934762  0.717488649 -0.343760547  0.29821403 -0.239767909
## Hlil_177      -1.116779957 -0.612143754 -0.006398960 -0.77582119  0.884528651
## Hlil_178       0.599041421  0.234036477 -0.685459538  0.55656350  0.053572748
## Hlil_179      -1.078251885  0.959924720  0.401985861  1.08586516  0.164230454
## Hlil_180       0.129608137  0.559625845 -0.111502922 -0.29908793 -0.165612555
## Hlil_181       0.059769962  3.991703056  0.963924577 -1.31115476 -0.445266693
## Hlil_182      -0.071718313 -1.909960307 -1.070268825  0.66136048  0.001836577
## Hlil_183       0.170084937  0.211811547  1.062216314  0.34828350 -0.332327471
## Hlil_184      -1.615004414  0.314901628  1.262209620  1.01159222 -2.129295141
## Hlil_185       0.607844593 -0.616329358 -0.176894332  3.57088349  1.374755587
## Hlil_186      -0.850967550 -1.523988637 -0.136933735  0.06016584 -0.751581384
## Hlil_188       0.221455491  0.752324541  0.227272628 -0.44380992 -1.674447517
## Hlil_189      -0.135623066 -1.817115733 -0.143957548 -1.13131643 -0.464339032
## Hlil_190       0.950271517  2.156514818  0.351767914 -0.04943930 -0.081297346
## Hlil_191       0.520068479  0.708305938 -0.704936333 -0.95621618  1.052135731
## Hlil_193       0.240641203  0.833772114  0.132247993 -0.56673586  1.136764026
## Hlil_195       0.860672576 -0.811915647  2.694884528 -2.23927442 -1.972358801
## Hlil_196      -0.030323523  0.791837281 -0.527676920 -1.19490025 -0.760865675
## Hlil_197      -1.697646644 -0.121944000 -0.210123797  0.49022478 -1.143840671
## Hlil_198       0.408719738  1.114964701 -0.357184348  0.85925438  1.914114001
## Hlil_199       0.676309448  0.973606977 -0.503561082  0.63274156  1.278136263
## Hlil_200      -0.358090534  0.366933451 -0.138934207  1.09986885 -0.024291085
## Hlil_201      -0.208264461 -0.201108604 -0.224737141  0.20251339  0.078700695
## Hlil_202       1.150467245 -2.032922215  0.552961961 -0.60527926 -0.955137021
## Hlil_203       0.864603022  0.186380983 -0.810765087 -0.05222261  0.894201273
## Hlil_204       2.154264248 -1.300210818  0.249746127 -0.26916183  0.002038634
## Hlil_205       0.670780717 -0.297337541  0.019123250  0.43765322 -0.503384338
## Hlil_207       0.444317042 -0.184543150  1.379846474  0.15037328  0.055529418
## Hlil_208      -1.536287839  0.906698119 -2.215734133  0.38756744  0.082202588
## Hlil_209       1.294788967 -0.554058252 -0.539967912  0.84014808 -0.340762689
## Hlil_210      -1.539411618 -0.616580262 -1.198533040  0.16690922 -0.042746473
## Hlil_211       0.573046770  0.380595246  0.917809730 -1.12677859  2.397109535
## Hlil_212       1.428595198  0.216296200  1.038774847  1.59593032  0.953603381
## Hlil_213       0.835131346 -0.483098634  0.856796160 -1.29332946  0.069158652
## Hlil_214      -1.192503813  0.304292818 -0.620255545 -0.96482276 -0.953989205
## Hlil_215       0.654561896  0.108516659 -1.450268230 -1.48857655 -0.680804074
## Hlil_216      -1.624480417 -0.994340474  0.752201055 -1.05738748  0.638797099
## Hlil_217      -1.034780396  0.493716779 -0.751366771  0.51798100 -2.235189028
## Hlil_219       0.479332851  0.184641369 -0.517355312 -1.28824232  0.527120750
## Hlil_220       0.752292938  0.276595008 -0.478712901  0.56280268  1.531324338
## Hlil_221       1.117065300 -0.313977802  1.165785474 -0.33625713  0.019335377
## Hlil_224       0.405466702 -1.398878733 -1.643170459 -0.13976194  0.190353069
## Hlil_225      -2.218198087 -0.017461895  0.717461378 -0.42910122  0.449816890
## Hlil_226       0.094788342  0.203213719  0.246975291 -0.38791031 -0.751319287
## Hlil_228      -1.732410698 -0.811193503 -0.043584262 -0.08942025  1.249313481
## Hlil_229       0.537045617  1.829805592 -0.568513932 -0.33799869 -0.483940663
## Hlil_231      -0.962651342  0.419223720 -0.809892733 -0.24487064 -0.191308403
## Hlil_232      -0.347309718  1.855293770 -0.318350252 -1.49022219  0.890216251
## Hlil_233      -0.522129278  0.751112405  0.482111255 -0.63237239 -0.082574347
## Hlil_235       0.731043952 -0.666918477  0.048914069 -0.21000512 -0.712060890
## Hlil_239       0.325483352 -0.951872231 -3.478518541 -1.12487673  0.322781803
## Hlil_240       0.674892658 -0.822824066  1.145751792  1.45359149 -0.139418365
## Hlil_241       0.257612129 -0.680858154 -0.937835690  1.13643202 -0.759725826
## Hlil_242       2.055001480  0.204446596 -0.110698333 -0.88819691  0.047468561
## Hlil_243      -0.817470637  0.016800312 -0.503817286 -0.40981848  0.095487837
## Hlil_244      -1.770730285 -0.585763280  0.125507378  0.25605804  1.754173781
## Hlil_245      -0.739625545 -0.621445035  0.624992714  0.86755525  0.599253002
## Hlil_246      -0.793503441  0.046301735  1.473622295 -0.33313451  0.405280922
## Hlil_247       0.468332864 -0.689156240  0.229897585  0.50724117  0.456261728
## Hlil_248      -0.544808907  0.767696124  1.006210044  0.48162061 -0.137975045
## Hlil_NBG_351   0.009430122  0.019456054 -0.364041370 -0.56896219  0.104436195
## Hlil_NC_167    0.454232721  0.429425112 -0.398384849  0.31881985 -0.062994262
## Hlil_NC_170    1.433414115  0.435378530 -0.400523914 -0.76886235  0.320619012
## Hlil_NC_171    0.545284640  0.507336042 -0.446119012  0.57287847 -0.379586966
## Hlil_NC_172    0.358800529  0.673019549 -0.408447222  0.34018597 -0.067199660
## Hlil_NTBG_260  1.443340050 -0.463551438 -1.952253157  0.14889822 -1.182048622
## Hlil_W_222     0.348512020  0.358875536  0.063461004 -0.15191198 -0.112927516
## Hlil_W_223     0.541124712  0.144122717  0.857030417  0.53177619  0.083362586
## Hlil_WBG_226  -0.486173461 -0.684925274  0.987248501  0.28404717  0.363268169
##                       PC76        PC77         PC78        PC79          PC80
## Hlil_130       0.325668620 -0.78933815  1.206400359  0.60833161  0.8620629138
## Hlil_132      -0.240217284 -0.38823881 -0.583783230 -1.00317898 -1.2751395522
## Hlil_137       0.339883195 -0.14529366  0.359818572 -0.95045299 -0.4669037049
## Hlil_143      -0.434802050  0.72307862 -2.793290459 -0.31882863 -1.6448191975
## Hlil_145      -0.076289410 -0.59267091 -0.106682220  0.31520265  0.6668778044
## Hlil_146      -0.375703506  0.51944713  1.248703411  0.62446199 -0.6913039743
## Hlil_147      -0.627780591 -0.40596253 -0.149284519 -0.31607353 -0.5283113870
## Hlil_148      -0.279507200 -0.04100090  0.144784687  1.06204329  0.9800053096
## Hlil_150      -0.014315524 -0.28876027 -0.335186668  0.65192478  1.4981669734
## Hlil_152       0.048129452  1.31501143  2.741344473 -1.00087891  1.1841348742
## Hlil_153      -0.143582649  0.69326267  0.869667681  1.20032176 -1.7735070902
## Hlil_154       0.441111916 -0.55390101 -0.618951622 -1.57185878  0.2014785459
## Hlil_155      -0.440811927  2.09236926  1.090983155  1.62174063  2.5852552747
## Hlil_156       0.976497777 -0.71766261 -0.173689036 -0.19980800  2.5896645368
## Hlil_157       0.169325472 -0.85903135 -1.263712084 -0.11228931 -0.8298198664
## Hlil_158      -0.018461374 -1.46632474 -0.593011564 -0.45402215 -1.1322739694
## Hlil_159      -0.891312965 -0.29736246  0.672654410 -2.90719285 -1.3039266870
## Hlil_160      -1.243630481 -1.61614950  0.085916720  1.09494163 -0.8454772121
## Hlil_161      -1.018127915  0.71783670  0.253995704 -0.52238170  0.2409374076
## Hlil_162       0.787634740 -0.61713652 -0.201493180  0.09597978 -0.3637398592
## Hlil_163      -0.007304166  0.44235212 -1.061624302  0.08799668  0.1788679336
## Hlil_164       1.597732072  0.02846593 -0.320877310  0.71837970 -0.8137980266
## Hlil_165      -0.431098226 -0.42144514 -1.215204960 -0.27305043  0.6394311000
## Hlil_166       0.913829035 -0.07730872 -0.150397567 -0.38293413  0.5479452055
## Hlil_168       1.052693022  0.67612347  0.829776238  0.40486509 -0.8585710143
## Hlil_169       0.263985762  0.41882100  0.378701665  2.02871744 -0.1072198843
## Hlil_173       0.585937665  0.55699152  0.119722662 -0.75102684 -0.0482649579
## Hlil_174       0.519874495  0.49016179  0.509706398 -0.65042932 -0.3547173568
## Hlil_175      -0.856053411  0.26042428  1.071709986 -0.50932704 -0.9657191479
## Hlil_176       0.401626363  0.20428487  0.195065940  0.85029869 -0.2664874447
## Hlil_177       1.431345980 -1.71622375 -1.028330686  0.35476532  1.3098083743
## Hlil_178       0.726998574  0.19433591 -0.348237643  0.84016065 -0.5904170171
## Hlil_179       0.055728356  0.35975171 -0.091057989 -0.40093188  0.7679596724
## Hlil_180      -0.976398024 -0.35440708  0.428967008 -0.79559092 -0.3495975946
## Hlil_181       0.851030962 -0.80962412 -0.727222410  0.62620283  0.7612214787
## Hlil_182       0.540448197  1.04640098  0.782826225  0.05681137 -0.6895985457
## Hlil_183      -0.508629551 -0.36190979  0.828407734 -0.40952409 -1.3726513561
## Hlil_184      -3.574734811 -1.12802399 -2.421653710  2.18834267  1.0747537338
## Hlil_185       0.185301181 -0.03157257 -1.024181050 -2.44384693  1.0743557998
## Hlil_186      -0.867480986 -1.42979644  1.112041123 -0.30102035  0.8338847296
## Hlil_188       0.937120584 -0.15032280 -0.845454716  0.12925155 -0.1914024637
## Hlil_189      -0.818075088  0.11879432 -0.653827187 -0.06737349 -0.3245224983
## Hlil_190       0.299140799  0.56005282 -0.564681064  0.61788466  0.9059665244
## Hlil_191      -0.789371300  0.40780899  1.032967167 -0.24579137  0.6007527160
## Hlil_193      -1.207964265 -0.66499322  0.570842496 -0.40240049 -0.6244236987
## Hlil_195      -0.426360972  1.54374923 -1.337188718 -0.09181478 -0.1553623960
## Hlil_196      -0.661765020  0.70089005  1.318388068  1.09441271 -0.1454274083
## Hlil_197       2.242811337 -0.97515780 -1.040422731 -0.51315972 -1.4794071861
## Hlil_198      -1.229449299  1.52703554  0.073981508  0.07702857 -0.8941167071
## Hlil_199       0.526540902  1.19513151 -1.043586002  0.01646386  0.1387226881
## Hlil_200      -0.121646205 -0.85077376  1.113060318 -0.40007264  0.3893983524
## Hlil_201      -0.145964279  0.21606106  0.274672353  0.15478359 -0.0032732702
## Hlil_202      -0.211680475 -0.30929919  0.406601666  0.57958519  1.8155543609
## Hlil_203       0.105231792 -1.86102727  0.483481255  0.28038790 -0.0121019247
## Hlil_204      -1.546891038 -0.12881292  0.968877617  0.29224988 -0.2285642606
## Hlil_205      -0.538846354  0.06391142  0.008642256 -1.12898902  0.7143670100
## Hlil_207      -0.117653053  0.43533876 -0.007784939 -0.95806629  0.2988894125
## Hlil_208      -0.437635096 -1.78772947  2.000141614  0.75112178 -1.6685668364
## Hlil_209       0.031480284 -0.68282652  0.140938138  0.50592480  0.3868405893
## Hlil_210      -0.344041408  0.91255779 -0.704824427  0.88467546 -1.0479641360
## Hlil_211      -0.959362346  0.90725013 -0.559410816  0.06376999 -0.9177059281
## Hlil_212       0.190050780  0.81172454 -0.978366263  2.00878799  0.1318959121
## Hlil_213       0.153173888  0.59681763  0.860362687  0.30150350 -0.1925543621
## Hlil_214       0.035141232 -0.04331862 -0.273393643  0.09766150 -0.0937056125
## Hlil_215       0.255665591 -0.18035599  0.283016362 -1.34803648  0.3142862125
## Hlil_216       0.088867208  0.40076249  0.787148653  0.45908230 -0.3462699129
## Hlil_217      -0.267123030  0.80070940 -0.330113251 -1.80246228  1.1362663502
## Hlil_219       0.176719510 -0.09200161  0.108304012  0.41415828  0.1676695555
## Hlil_220      -1.038734177 -1.15350324  0.384969144 -0.76855893  1.5326720089
## Hlil_221       0.002747943  1.41646278 -0.385996178 -0.66773893  0.1041780979
## Hlil_224       0.236685574  0.50623409 -0.460365072  0.75019388  0.0921415109
## Hlil_225      -0.303714110 -1.53879764 -0.267916002  0.83319668  0.0705444447
## Hlil_226      -0.824772862 -0.04009854 -0.422395088  0.59143284 -0.6243250695
## Hlil_228       2.112999259 -0.23778772  1.077787350  0.72160697  0.5715040045
## Hlil_229      -0.541705791 -0.64733922 -0.577434177 -2.52140844  1.3114684789
## Hlil_231       0.562339666 -0.26739093 -0.089791457  0.21483547 -0.1912278764
## Hlil_232      -0.189995723  0.60180869  1.435133629 -0.33723406 -0.8003723594
## Hlil_233      -1.290728291  1.23640796  0.299874624  0.25488074 -0.5902577461
## Hlil_235       0.467150001 -0.09134702 -0.016860426 -0.67594619  0.0926769035
## Hlil_239       0.574490180  1.54813349 -0.086414336 -0.20080087  1.4226633124
## Hlil_240       0.698567594 -1.89916105 -0.268529111  0.72475228  0.4516131966
## Hlil_241       1.120985186  0.68549696 -2.604893925  0.28931879 -0.9308100963
## Hlil_242       1.021852992  0.88030045  0.378369892 -0.08601915 -0.8475074479
## Hlil_243       0.108187801  0.65266523 -1.199368726 -0.52613502  0.2679199906
## Hlil_244      -1.427151444  2.48418533 -0.777834094 -0.37225386  0.8686040155
## Hlil_245      -0.293586994 -0.45593706  0.046749466 -0.20992627  0.2378457596
## Hlil_246      -0.051459851 -1.89850546  0.807006133  0.14439192 -0.0695743927
## Hlil_247       0.548454492 -0.42539770  0.064692000 -0.45982116 -0.2029824106
## Hlil_248       0.013918388 -0.15651615  0.089257821 -0.96050812 -0.8941016716
## Hlil_NBG_351  -0.114027109 -0.22871619 -0.045751209  0.26735306 -0.3335025245
## Hlil_NC_167    0.552020333  0.07683534  0.348853573  0.86819685 -0.0985042332
## Hlil_NC_170    1.246130634 -0.19264440 -0.110023468  0.64628411  0.0183274749
## Hlil_NC_171    0.552108757  0.43079958 -0.040981081  0.72387442  0.0003767043
## Hlil_NC_172    0.434232929  0.20092407  0.576686733  0.59836799 -0.0231583021
## Hlil_NTBG_260 -2.219565556 -1.20630014 -0.624969897  0.07528168 -0.2146749143
## Hlil_W_222     0.240017597 -0.15123577 -0.104968816 -0.20715567  0.0188375915
## Hlil_W_223     0.466153050  0.59967368  0.545063652 -0.36353444 -0.6992753454
## Hlil_WBG_226   2.929744069  0.16879971  0.214354689 -0.27433432  0.0591129915
##                        PC81        PC82         PC83         PC84        PC85
## Hlil_130      -4.850300e-01  0.31171137  0.408270560  0.504549801 -0.11176726
## Hlil_132      -1.826395e-01  0.91222189  1.254924959 -0.515825276 -0.57478726
## Hlil_137       1.382566e+00 -0.54514186  0.077955721 -0.939114572 -0.68032637
## Hlil_143      -3.289857e-01 -0.69709589  0.026607454  0.785239552  0.47712140
## Hlil_145       1.524630e-01 -0.15873508  0.308795945 -0.190167822 -0.25143699
## Hlil_146       2.473835e-01 -0.57692827  1.411865142 -0.586472500 -0.62458948
## Hlil_147      -5.780169e-01  0.09952977  0.063513530 -0.271524253 -0.02511908
## Hlil_148      -2.943906e-01  0.42378102 -1.208223076  0.185836133  0.58700851
## Hlil_150      -3.815301e-01 -0.84407371 -0.403948151  1.000179014 -0.88122142
## Hlil_152       4.815561e-01 -0.02540090  1.291584289  0.481911567 -0.44458205
## Hlil_153       1.217502e+00 -1.16565512 -0.125980531 -0.719538196  1.00507422
## Hlil_154       1.293602e-01 -0.71998510  1.117954619 -0.144134222  0.12671773
## Hlil_155       1.760744e+00  0.96142399 -0.186203484  0.377577689  1.06639640
## Hlil_156      -9.363599e-01  2.01055319 -0.011217625  0.134763507 -0.33944770
## Hlil_157       1.173036e+00  1.13654023 -0.592509658  0.730800689 -0.06338397
## Hlil_158      -1.778112e+00  1.80005339 -1.421033427 -0.776309812 -1.42060694
## Hlil_159       4.907728e-01  0.49189218 -0.239963513 -0.751525738 -0.71063815
## Hlil_160      -3.599712e-01 -1.06450858 -1.042601205 -2.252465124  2.01075653
## Hlil_161      -1.712047e+00 -0.39073524  0.885217181  1.730061431 -1.77405020
## Hlil_162      -4.671623e-01  0.29339836  0.415263862  0.101179942  0.57954801
## Hlil_163      -2.805934e-02 -0.33879891 -0.588877403  0.353108897  0.74904479
## Hlil_164      -2.683547e-01 -0.34982321 -0.385204439  0.837986540  0.22666129
## Hlil_165       1.250746e+00  0.31879892 -0.484408261  0.040289978 -0.33868710
## Hlil_166      -3.448146e-01 -0.54069100  0.086870214 -0.024928646  0.62293771
## Hlil_168      -4.343171e-01 -0.63640601 -0.605038353 -1.031289019  2.28445961
## Hlil_169      -5.185686e-01 -0.16973968  0.735202611  1.051457383 -2.96971374
## Hlil_173      -5.788479e-01 -0.22366191 -1.815115808  0.648198314  0.35894978
## Hlil_174      -6.544358e-01 -0.22512241 -2.142828613  0.669276876  0.26875738
## Hlil_175      -1.034090e+00 -0.40017031 -1.735899264 -0.084011511 -0.23122897
## Hlil_176       1.209684e-01  0.47305424  0.075044949 -0.310739134  0.04184431
## Hlil_177      -1.838187e-01 -0.76379137  0.612893984  0.413313758  1.45925641
## Hlil_178      -1.665852e-01  0.60564456  0.371375239 -0.621879014 -0.28471563
## Hlil_179       1.208499e+00  0.38935577 -0.146033546 -0.063938475 -0.44960129
## Hlil_180       2.100829e-01  0.52786115  0.670591059 -0.071707150  0.57230755
## Hlil_181      -2.274070e+00 -1.56945953  2.201272302  0.144238780  0.62984688
## Hlil_182       1.127967e-01  0.73196480  0.507922427  0.649910488 -0.33410592
## Hlil_183      -1.759000e-01 -0.19435466 -0.485109596  0.629540547 -0.37335649
## Hlil_184      -1.631992e-01 -0.89523755  0.165302433 -0.892039807 -0.89679857
## Hlil_185       7.312951e-02 -0.27807253  1.009589601  0.215844732 -0.06836607
## Hlil_186       2.711906e-01 -0.89007364 -1.028838548  1.013957225 -0.42650524
## Hlil_188      -8.631814e-02  0.36759982  0.188550494  0.459676633  0.54469635
## Hlil_189       2.420628e-01  0.45154449  1.237711753 -1.186294654 -0.24688866
## Hlil_190      -7.152303e-01  0.15923199 -1.981614400  0.711691016  0.58638122
## Hlil_191      -2.486978e-05 -0.97676590  0.752248152 -1.818622174 -0.42129221
## Hlil_193       1.040916e+00  1.16646210  0.610254811 -0.833879643  0.53231002
## Hlil_195       5.845183e-01  1.48228736 -1.261114840  0.973305213 -0.52694949
## Hlil_196       7.210664e-01  0.53011054 -0.081333049  0.590022365 -0.16508667
## Hlil_197      -7.065724e-01 -0.27399899  0.584450352 -0.063834400  0.05892907
## Hlil_198      -7.418648e-01  0.54789891 -0.091974018 -0.372116847  0.94555972
## Hlil_199       2.627452e-01 -0.31303456  0.255910997 -0.451369322  0.75603959
## Hlil_200       1.202048e-01  2.59684151  0.650246877 -0.280724654  0.07471064
## Hlil_201      -1.017361e-01 -0.07284921 -0.046957584 -0.260470380  0.12856510
## Hlil_202       8.555018e-02 -1.63109445  0.242863557  0.062054883 -0.07795534
## Hlil_203      -6.119871e-01  0.03288073 -0.637404162 -0.361102884 -0.67394998
## Hlil_204      -1.852864e+00 -0.99333437  0.223486849 -0.458615755 -0.42379445
## Hlil_205       3.074913e-01 -0.12991776 -0.325346243 -0.700481680 -0.26754349
## Hlil_207      -1.401763e+00 -0.08652071  0.447359291  0.572055923  0.51210679
## Hlil_208       2.182779e-01 -1.53819867  1.702346160  1.810641610  0.54019619
## Hlil_209       7.126163e-01 -0.91068581  0.215630058  0.041564163 -1.60238352
## Hlil_210       1.300331e+00 -0.34308568  0.162906844 -0.654159275  0.17081766
## Hlil_211       4.491150e-01 -1.76078236  0.044735078  2.722332586  0.01598804
## Hlil_212       1.475170e+00  0.85926690 -0.338714934  0.724666090 -1.54555925
## Hlil_213      -6.080166e-01 -0.56740537  0.532640452 -0.407138599 -0.22795892
## Hlil_214      -5.064939e-01  1.34577049  0.256349438 -2.224014813 -0.09996128
## Hlil_215       1.405516e+00 -1.19880628 -1.482570600  0.450364406  0.17243622
## Hlil_216      -6.134127e-01  1.51879612  0.695065160  0.882924362  1.31073694
## Hlil_217      -1.684905e+00 -0.80826164  0.589685217 -0.624498295  0.08601095
## Hlil_219       1.453630e+00 -0.69705688  1.417238783 -0.005325217 -0.33586706
## Hlil_220       7.044483e-01 -0.01289373 -1.370145177 -0.828728796 -0.41529299
## Hlil_221       1.391002e+00  0.75582171  0.726408048 -0.059040281  0.80329506
## Hlil_224      -9.033750e-01  0.86249817 -0.864908353  0.441912530  0.24318572
## Hlil_225       8.697296e-01  0.38312069 -0.904526074 -0.533910774 -0.38190068
## Hlil_226      -2.966864e-01  0.15054424 -0.514131308 -0.187234422 -0.02339959
## Hlil_228      -1.993825e+00  0.53529353 -0.365563941 -0.172672150 -0.15061475
## Hlil_229       9.920404e-01 -0.17179915 -0.250524437  0.782474156  0.47201671
## Hlil_231       4.870722e-01  0.17687861  0.436896334 -0.162120645 -0.16805134
## Hlil_232      -4.859318e-01  0.50714373 -1.069220908  0.277800886 -0.77588795
## Hlil_233      -1.424327e+00 -0.04138187 -1.130889444 -0.859806143  0.09116303
## Hlil_235       2.505430e-01  0.03113259  0.620755956 -1.052637869 -0.36376658
## Hlil_239      -1.061506e+00 -1.23499409 -0.717317038 -0.199296870  1.32449568
## Hlil_240       3.794035e-01  1.76206172  1.118271490  0.635196292  1.95925788
## Hlil_241       5.868931e-01 -0.82365759  0.405504612 -0.014935951 -0.29890018
## Hlil_242      -2.645286e-01  0.45800360  0.123894983  0.950407016 -0.45389844
## Hlil_243      -7.063620e-01 -0.35961858 -0.211037407 -0.211964145 -1.74339659
## Hlil_244      -9.646531e-02 -0.18564227  1.130687871 -0.941698676  1.12704341
## Hlil_245       3.386415e-01  0.33693482  0.353490223  0.096516424 -0.19885122
## Hlil_246       1.669854e+00 -1.39996202 -1.480107451  0.780934146  1.14866262
## Hlil_247       8.305801e-01  0.39771295 -0.110847321  0.386342535 -0.33082982
## Hlil_248       7.771951e-01 -0.52738324  0.329274579  1.408032830 -0.04542571
## Hlil_NBG_351  -4.977698e-01  0.05890330 -0.208676971 -0.040031101 -0.16567019
## Hlil_NC_167    2.243984e-01 -0.01935309  0.312279952 -0.824084987 -0.09872189
## Hlil_NC_170    6.502908e-01  0.40878988  0.649581013 -0.619994444 -0.87076855
## Hlil_NC_171    1.954768e-01  0.10649252  0.002170606 -0.863559979 -0.23533509
## Hlil_NC_172    1.783459e-01  0.22712522  0.049973007 -0.628535075  0.32290960
## Hlil_NTBG_260 -7.937354e-01  1.40371566  0.459974042  1.797306114  1.24005052
## Hlil_W_222     2.153673e-02  0.13761501 -0.076393444  0.148376105 -0.06533720
## Hlil_W_223     3.192770e-01  0.96711916  0.239349717  0.597786298  0.77993462
## Hlil_WBG_226   9.562691e-01 -1.47123614 -1.295857237 -1.853096250 -1.33791292
##                       PC86         PC87         PC88         PC89         PC90
## Hlil_130       0.499374443 -0.183356658 -0.057152498 -1.020586678  0.629186874
## Hlil_132      -0.136709377 -0.889291617 -0.418435680 -0.321315023 -0.184091071
## Hlil_137      -0.636175626  0.223383722 -0.129666428  0.174846761 -0.096604976
## Hlil_143       0.864783947 -0.607238502 -0.123091623  0.071845601  0.484025586
## Hlil_145      -0.063642720 -0.092023427  0.185619152  0.460847111  0.244362273
## Hlil_146       1.066038641 -0.708057197  0.437261579 -0.348887535 -0.246332913
## Hlil_147       0.172396531  0.099879834 -0.316483554  0.219834629 -0.508596618
## Hlil_148       0.321225013  0.187539101 -0.257888165 -0.168316369  0.460220764
## Hlil_150       0.423757197 -0.239171523 -0.035564487 -0.652594422 -0.160279442
## Hlil_152      -0.336718301  0.738864117 -0.279322012 -0.996796739 -0.215138693
## Hlil_153       0.581072618 -0.018147028 -1.867104196  1.170722216  0.259366332
## Hlil_154      -0.021319033 -0.067542713 -0.932629097 -0.050833168 -0.093225992
## Hlil_155      -0.492657683  0.325061082 -0.214042630 -0.806741829  0.342105912
## Hlil_156      -2.299876193 -0.708167787 -0.282874841  4.084394121 -1.074146143
## Hlil_157       0.874384817 -1.718822725  0.675760296  0.039347461 -0.246784815
## Hlil_158      -1.094345227  2.007543522  2.404430633 -2.374036992  0.932257951
## Hlil_159      -1.199767914  0.831186500 -0.614409165  0.568287134 -0.003302793
## Hlil_160       1.369533481  0.090503878 -0.362584279 -0.853989284  0.801203882
## Hlil_161       0.018930489 -1.153550315  1.369564600 -0.416611926 -0.039147894
## Hlil_162       0.176160611  0.336520070 -0.144304033 -0.468645450 -0.126814962
## Hlil_163      -0.310300081  0.245839865 -0.294111292 -0.035655080 -0.067541541
## Hlil_164      -0.400237372  0.483710525  0.666115752  0.403571121 -0.185684592
## Hlil_165      -0.442222444 -0.413379189 -0.283965681 -0.271638582 -0.135470234
## Hlil_166       0.365812035  0.528314934  0.251391605 -0.337040199 -0.155736357
## Hlil_168      -2.084018359 -2.736558723  1.947277758  0.029473296 -0.824819169
## Hlil_169       1.642194042  3.117204448 -1.314903406  1.540325763  1.391841022
## Hlil_173      -0.582931214  0.475802563  0.161962208  0.501765727  0.410847215
## Hlil_174      -0.470881128  0.944764258 -0.063061080 -0.036407736 -0.036174113
## Hlil_175       0.523967916  1.310919386 -0.630112584  0.981141375 -3.162832786
## Hlil_176       0.115170823  0.076507075  0.510437322 -0.526785274  0.363690606
## Hlil_177      -0.050749920  0.557334696 -0.239527483  0.742975072  0.014166046
## Hlil_178       0.395874873 -0.005883579  0.591235646  0.398364540 -0.671419093
## Hlil_179      -0.144144662 -0.482066063 -0.393243644 -0.256376815 -0.050473229
## Hlil_180      -0.019966042 -0.487696497 -0.140352863 -0.023074768 -0.151524134
## Hlil_181       0.544599484 -0.263431156  0.470669879 -0.474055594 -0.834924836
## Hlil_182       0.084424537 -0.311609963 -0.232894314  0.241700023 -0.704878779
## Hlil_183      -0.473700308 -0.082132256  0.401436582  0.267403816 -0.264115695
## Hlil_184      -0.573782767 -0.158255812  0.357678254  0.757385774  0.233338960
## Hlil_185       0.765075307 -0.493657359 -1.455706096 -1.119259691  0.683769271
## Hlil_186       1.127446605 -1.729310485  0.850216305  0.339474830 -0.024490133
## Hlil_188      -0.105263450  0.156136905  0.338941374 -0.366061282 -0.152695726
## Hlil_189      -0.349253006  0.245284741 -0.074122984  0.122059429 -0.186274672
## Hlil_190       0.627192619 -0.256392007  0.062127858 -0.507293081 -0.147748975
## Hlil_191      -0.174061493 -0.130184983 -0.153188072  0.262901371  0.005518649
## Hlil_193      -0.318821604  0.171372378 -0.189932701  0.035407738 -0.537848159
## Hlil_195      -1.021627886 -0.544958004 -2.648155338 -1.259387235 -0.100264836
## Hlil_196      -0.007165924 -0.784351060 -0.246194869 -0.588889857  0.303884614
## Hlil_197       0.306232018  0.215218533 -0.423684186  0.279132818 -0.212969779
## Hlil_198      -0.791939171  0.982545190 -0.213138888  0.073541923 -0.184011827
## Hlil_199      -0.269707109  0.408286036 -1.129055025 -0.741733256  0.160273851
## Hlil_200       1.277150198 -1.112366139  0.215038719 -0.180189209 -0.343315299
## Hlil_201       0.105482707 -0.160543447  0.104909013  0.093370312 -0.029104912
## Hlil_202      -0.776322582  0.692320562  1.121720970 -0.533824165  0.011525610
## Hlil_203      -0.752851417 -0.631523729 -0.974628864 -0.333174315  0.428292186
## Hlil_204      -0.214522713 -0.044139281 -0.241967837  0.385201721  0.198732698
## Hlil_205       0.457766912  0.227284790 -0.228172260 -0.008066650  0.083982312
## Hlil_207       0.383507788  0.094711401  0.321907987  0.095714771 -0.046606157
## Hlil_208      -3.184057416  0.732963590  0.225515225 -0.361231640 -0.091872742
## Hlil_209      -1.503118332 -0.462351214  0.335199136 -0.450518443  0.246979186
## Hlil_210       0.173128851  0.020522188  0.408667507  0.545725316 -0.286687329
## Hlil_211       0.404998793 -0.161993634  0.406683868  0.302293902 -0.052559799
## Hlil_212      -0.452248110 -0.653681657  0.512435195 -0.921505655 -1.490757555
## Hlil_213      -0.706714759  0.072616575 -0.376507860 -0.299883832  0.232548477
## Hlil_214       0.187790603  0.511325864 -0.040380729 -0.025807115 -0.175528213
## Hlil_215       0.995659142  0.370406865  1.187312062  0.234980963  0.106778207
## Hlil_216       0.942900896  0.286054142 -0.322080449  0.004031197 -0.739287927
## Hlil_217       2.320513036 -0.665028700  0.293111647  0.553488633  0.185148024
## Hlil_219       0.376140237 -0.842026752  0.185336282 -0.723033147 -0.291668103
## Hlil_220      -0.481690649  0.328980571  0.396037853  0.236329105  0.111398921
## Hlil_221       1.012156890  2.801878930  3.338032282  1.001991075 -0.547698605
## Hlil_224       0.478059480 -0.741093930  1.097848315  0.555446405  0.001839210
## Hlil_225       1.207606289  0.058554941  0.616113625  0.565883541 -0.018795856
## Hlil_226      -0.533305621 -0.202701410 -0.600508215 -0.259104409  0.334764528
## Hlil_228      -0.036517463 -0.286750235 -1.869613174 -0.083108496  0.181524802
## Hlil_229      -0.240664311  1.016815959 -0.267079867 -0.638151033  0.040626708
## Hlil_231       0.058934954 -0.278844240 -0.277957641 -0.209151848  0.219822450
## Hlil_232       1.764369080 -1.268612652 -0.071640651 -0.639799194  0.282009553
## Hlil_233      -0.270885507 -0.270999319 -0.433451990  0.599366354  0.382174292
## Hlil_235       0.293489429 -0.535438460  0.242560050  0.325097097  0.205561999
## Hlil_239      -0.809063442  0.449327638 -0.355556183 -0.471099227  0.174079020
## Hlil_240       0.199990237  1.157344885 -0.309246062 -1.232834860  0.058776448
## Hlil_241      -1.021591454  0.360918197 -0.472270990  0.027246878 -0.034609466
## Hlil_242       0.254279331 -0.325874471  0.416670608 -0.004363813 -0.641194319
## Hlil_243      -0.942144956 -0.523064200  0.198496446 -0.444671084  0.255070911
## Hlil_244      -0.551995896  0.007706829  0.285260237  0.368732572 -0.005199054
## Hlil_245       0.230440839  0.010349932 -0.194286235 -0.185098041 -0.102751266
## Hlil_246       0.824880844  0.343907728 -0.995619867  0.969671264 -0.343408361
## Hlil_247      -0.365901265  0.184095805  0.054940852  0.081478935 -0.166222159
## Hlil_248       0.377332302 -0.136377761 -0.010727575  0.436957007  0.098801762
## Hlil_NBG_351   0.047870855  0.255913213 -0.003478568 -0.029391415 -0.094573558
## Hlil_NC_167    0.247160530  0.388451899 -0.007887689 -0.268869944  0.201002985
## Hlil_NC_170    0.568325332 -0.455655046 -0.098552882  1.920691710 -0.442764607
## Hlil_NC_171    0.276631398  0.410500127  0.178011428 -0.537172536  0.059186327
## Hlil_NC_172    0.476594184  0.316084466  0.085541694 -0.661703411  0.217982091
## Hlil_NTBG_260 -0.242068897  0.123335008 -0.615296714  0.080891670  0.020124838
## Hlil_W_222    -0.007033190  0.157266493  0.058419640  0.004019372  0.047111041
## Hlil_W_223    -0.603067165 -0.790143514  0.861881168  1.910824992  5.342556225
## Hlil_WBG_226  -0.241058029 -0.324915540  0.098036885 -0.541417095  0.282509643
##                       PC91          PC92         PC93         PC94
## Hlil_130      -0.102868792 -0.3111153196 -0.074768454  0.043629654
## Hlil_132      -0.616063736 -0.2805840634  0.038784895  0.047463224
## Hlil_137      -0.358387832 -0.0120913716 -0.081685380  0.023799872
## Hlil_143      -0.549943392  0.4221133779 -0.454756481 -0.024370654
## Hlil_145       0.006007846  0.2843053433  0.018668375 -0.075534109
## Hlil_146      -0.961152068 -0.1913762630 -0.216679645 -0.074439436
## Hlil_147       0.124923734 -0.0051312106  0.032302002  0.243716157
## Hlil_148       0.584619613 -0.1314355009  0.086643716 -0.071360350
## Hlil_150       0.410283299  0.0956589548 -0.067907739  0.039899137
## Hlil_152       0.575255026 -0.1164148246 -0.174169882 -0.190215827
## Hlil_153      -0.239364387 -0.1547078767 -0.032742643 -0.225281112
## Hlil_154       0.039293468 -0.0655476968  0.200513535 -0.018474106
## Hlil_155       0.082866971 -0.1796175284  0.060916260 -0.006599255
## Hlil_156      -2.006583778  0.7356161238 -0.044354573  0.025090542
## Hlil_157      -0.566604090  0.1550990744 -0.263476771  0.070314291
## Hlil_158       0.960547308 -0.0267514438 -0.373167543  0.135492633
## Hlil_159      -0.288625084 -0.5114797350  0.275309626 -0.030301499
## Hlil_160      -0.488744782 -0.3640270068 -0.290476261 -0.238386208
## Hlil_161       0.514907522 -0.1905603397 -0.093143307 -0.028046011
## Hlil_162       0.134848923  0.0087284513 -0.157493009 -0.029970856
## Hlil_163       0.419153249 -0.0093260345  0.018539250  0.020178362
## Hlil_164      -0.159001342  0.1569733801 -0.041710881  0.035119039
## Hlil_165       0.336545586  0.5138104559  0.369791026 -0.215482027
## Hlil_166      -0.082797169  0.1324088509  0.254737299 -0.084454144
## Hlil_168       0.464688847  0.0223337322 -0.230602191  0.050842832
## Hlil_169      -0.608805060 -0.0728115914  0.098257562 -0.250893841
## Hlil_173      -1.139434386 -2.4252194864 -0.360681415 -0.958036355
## Hlil_174      -1.619596298 -2.1064896239 -0.749656742  0.590888468
## Hlil_175       2.299149704  3.5361432881  0.193451593  0.119965497
## Hlil_176      -0.914714530  1.4845177677 -1.276673291 -3.943790569
## Hlil_177      -0.147867022  0.0249324353  0.114684719  0.017518093
## Hlil_178       1.258115228 -1.8995552921  4.889345299 -0.855575163
## Hlil_179       0.156779436 -0.1784645167 -0.039632270 -0.026783115
## Hlil_180      -0.017932241 -0.2048431531 -0.047981710  0.047693503
## Hlil_181      -0.099789156  0.0885364155 -0.012838897  0.051083739
## Hlil_182      -0.222529048 -0.0867115023 -0.045821503 -0.031361864
## Hlil_183      -0.053688889 -0.2971437021  0.165559640  0.108638747
## Hlil_184      -0.131506228 -0.4062718210 -0.130788972  0.103301791
## Hlil_185       0.525764700 -0.1173035468 -0.190578233 -0.120847339
## Hlil_186      -0.091147947  0.0933319328  0.234376480  0.138709772
## Hlil_188       0.314722038  0.1880294304  0.068978949  0.103715185
## Hlil_189      -0.318085565 -0.1629617510  0.080805524 -0.043519089
## Hlil_190       0.346198629  0.2255202609  0.157806020  0.040335613
## Hlil_191      -0.112866578  0.0867712770  0.013020954 -0.043339210
## Hlil_193      -0.218035175 -0.1921502086 -0.076815373 -0.072502326
## Hlil_195       0.538410667  0.5122072825  0.131564268  0.033826141
## Hlil_196      -0.125350629 -0.0157340546  0.017444228  0.006694936
## Hlil_197       0.016396490  0.2676234787  0.002825848 -0.104257676
## Hlil_198      -0.009352828 -0.1954553736  0.076953624 -0.087370164
## Hlil_199       0.491146456 -0.0489178026 -0.051109503  0.033812003
## Hlil_200      -0.275867204  0.1531652852  0.038209676 -0.002661129
## Hlil_201       0.090624753  0.0007431574  0.003615358  0.030578354
## Hlil_202       0.418187314  0.2438042222  0.211562286 -0.115287789
## Hlil_203      -0.496330466 -0.1543027655  0.039937031  0.004623100
## Hlil_204      -0.384279168 -0.1466965834  0.003129309 -0.008092122
## Hlil_205       0.075846007 -0.0131637815 -0.012463302 -0.018724957
## Hlil_207      -0.286712536 -0.3012696025  0.051969639 -0.065283709
## Hlil_208       0.390696708  0.0134240044 -0.037068021  0.081141584
## Hlil_209      -0.129986231  0.3304926465 -0.032350456 -0.038040977
## Hlil_210       0.028370298  0.0277711654 -0.358915867  0.033374162
## Hlil_211      -0.160607405  0.1288680581  0.040060265  0.149603562
## Hlil_212      -0.356567969 -0.3879156937  0.145129663  0.165326687
## Hlil_213       0.039906882  0.0122423614  0.151664264  0.078293221
## Hlil_214       0.143551203  0.1949729680  0.014410173 -0.001469972
## Hlil_215       0.448632565  0.1572752086  0.204282710 -0.051120503
## Hlil_216      -0.012545827 -0.2785494792 -0.259464214  0.126402919
## Hlil_217      -0.169993434  0.0200517778  0.048609271 -0.010621527
## Hlil_219       0.221126325  0.4066575120  0.259058515 -0.046177427
## Hlil_220       0.308519056 -0.0668062735  0.086719292 -0.138028717
## Hlil_221      -0.468616221  0.0134778070 -0.217576025  0.051480784
## Hlil_224       0.043046717  0.0591245500 -0.124998256  0.139924911
## Hlil_225      -0.082286245  0.2952810079  0.024556282  0.042680277
## Hlil_226       0.005144141 -0.2769281544  0.091309001 -0.006821245
## Hlil_228       0.318494110  0.1404943820  0.146554891 -0.020254094
## Hlil_229      -0.097280032 -0.0009349036  0.224243409 -0.024185891
## Hlil_231       0.052026113  0.1794514766  0.143869972  0.026824888
## Hlil_232      -0.417611152 -0.0162022836  0.153743477  0.039364298
## Hlil_233       0.370967108 -0.3914217843 -0.037510534 -0.067437728
## Hlil_235       0.130047823  0.0840140507  0.014342186  0.003758500
## Hlil_239       0.206117830 -0.0691151510  0.030100441  0.013886890
## Hlil_240       0.349511793  0.0334325671 -0.145977792  0.021288695
## Hlil_241      -0.140650558  0.3670193290  0.128458554 -0.037990363
## Hlil_242      -0.832552853  0.0032202750  0.002185340  0.136622337
## Hlil_243       0.215657591  0.4329125817 -0.395289850 -0.063282244
## Hlil_244      -0.055703098 -0.0827875572 -0.006458360  0.019453625
## Hlil_245       0.034041829 -0.1492711624 -0.098842546 -0.035224931
## Hlil_246       0.034288606 -0.2470608938  0.374941616 -0.033533066
## Hlil_247      -0.124389787  0.1129870449 -0.075346512 -0.010853563
## Hlil_248      -0.242151077 -0.1881348770 -0.167022899  0.052511650
## Hlil_NBG_351   0.029320562  0.1366855302 -0.038273630  0.016172112
## Hlil_NC_167   -0.784573371  0.5210438017 -0.318418641  1.268092104
## Hlil_NC_170    4.172289455 -2.6278544686 -2.735358952  0.151924698
## Hlil_NC_171   -0.893623201  0.3415433182  0.110427171  2.424742020
## Hlil_NC_172   -1.162900805  1.0665100332 -0.483892367  0.869123472
## Hlil_NTBG_260  0.154616547 -0.1856268082 -0.070248638  0.144713964
## Hlil_W_222    -0.080548501  0.0109098578 -0.013825836  0.019322681
## Hlil_W_223     1.468495698  1.7956573879  0.718719873  0.432640605
## Hlil_WBG_226  -0.443536603  0.2263471833  0.145925010 -0.029317070
##                        PC95          PC96          PC97       pop   missing
## Hlil_130      -0.0626128185  0.1509456836  4.399086e-02    il_130 0.2573884
## Hlil_132      -0.0067931276  0.0002548553  2.222062e-02    il_132 0.2151183
## Hlil_137      -0.0044980453  0.0365318406 -3.198295e-02    il_137 0.3489933
## Hlil_143      -0.0448301381 -0.0135417801 -2.517818e-02    il_143 0.3947957
## Hlil_145       0.0213159151  0.0190600931  4.910091e-02    il_145 0.2417285
## Hlil_146      -0.0230565488  0.0769355177 -4.820131e-02    il_146 0.4548452
## Hlil_147      -0.0357862001  0.0374662132  3.439127e-04    il_147 0.1415283
## Hlil_148      -0.0478292429 -0.0641111997  1.971664e-02    il_148 0.1936889
## Hlil_150       0.0322309327  0.0468588747 -1.997392e-03    il_150 0.1524785
## Hlil_152      -0.0570612196  0.0128945361  1.844639e-02    il_152 0.1588367
## Hlil_153      -0.0010210157  0.0184382171 -2.488055e-02    il_153 0.1387025
## Hlil_154       0.1102929806  0.0201283814  6.030346e-02    il_154 0.1732015
## Hlil_155       0.0307800452 -0.0959801225  7.676962e-03    il_155 0.4628518
## Hlil_156      -0.0002449692 -0.0141537785 -8.439932e-02    il_156 0.4116331
## Hlil_157       0.0377175382 -0.0997886734  3.396230e-02    il_157 0.2562110
## Hlil_158      -0.1437251307 -0.0718934265 -1.121105e-01    il_158 0.3286236
## Hlil_159       0.0118794547  0.0539838216  1.904537e-02    il_159 0.1928647
## Hlil_160      -0.1109734351 -0.0097674212  4.685787e-02    il_160 0.3202637
## Hlil_161       0.0418964436 -0.0835320216 -3.536205e-02    il_161 0.1331685
## Hlil_162      -0.0312843750  0.0242736313 -9.472731e-03    il_162 0.1676675
## Hlil_163       0.0763435630 -0.0289104386  7.572243e-02    il_163 0.1209231
## Hlil_164       0.0050241214  0.0538620944 -3.037248e-02    il_164 0.1723773
## Hlil_165       0.0686517247 -0.0630677812 -3.790586e-02    il_165 0.1399976
## Hlil_166       0.0545836017  0.0092841041 -1.455422e-02    il_166 0.1537737
## Hlil_168       0.0245893916  0.0034322969  9.518768e-02    il_168 0.3674791
## Hlil_169      -0.0525397796  0.0913897384  5.741676e-02    il_169 0.1846226
## Hlil_173      -3.2939495480  0.0373940793 -2.380227e-02    il_173 0.1590722
## Hlil_174       3.1959311530 -0.1573191450 -8.903609e-02    il_174 0.1323443
## Hlil_175      -0.2373946946 -0.0436495466  6.729858e-02    il_175 0.3300365
## Hlil_176       0.7074731090  0.2507467541  9.326754e-01    il_176 0.1868598
## Hlil_177       0.0513175468  0.1291639954  1.098413e-01    il_177 0.1543624
## Hlil_178       0.4295516010 -0.0138805027 -2.650685e-01    il_178 0.2042859
## Hlil_179       0.0710992567 -0.0039110013  2.597416e-03    il_179 0.1428235
## Hlil_180      -0.0186310359  0.0463331766  1.024232e-01    il_180 0.1428235
## Hlil_181       0.0867373145  0.0050538259 -2.994740e-02    il_181 0.3752502
## Hlil_182       0.0088472155  0.0265236641 -2.415051e-02    il_182 0.1893324
## Hlil_183      -0.1467501581  0.0558879687 -5.344503e-02    il_183 0.2863535
## Hlil_184       0.1568959979  0.0892063255 -1.373259e-01    il_184 0.5437419
## Hlil_185       0.0120852344 -0.0010257228 -1.533082e-02    il_185 0.3174379
## Hlil_186      -0.0055647673 -0.0836476976  3.803433e-02    il_186 0.3730131
## Hlil_188       0.0490555863 -0.0956938570 -5.368878e-03    il_188 0.2930649
## Hlil_189      -0.0433107003  0.0720754448 -2.275335e-02    il_189 0.3982103
## Hlil_190      -0.0375427793 -0.1011143457 -5.373692e-02    il_190 0.2822324
## Hlil_191       0.0466736357  0.0187071678  1.270498e-02    il_191 0.3029554
## Hlil_193      -0.0796363891  0.0479011881  1.586134e-02    il_193 0.2188861
## Hlil_195       0.0119460269 -0.0203181717 -2.175518e-02    il_195 0.5539856
## Hlil_196       0.0119232955 -0.0346987131  1.951847e-02    il_196 0.2206523
## Hlil_197      -0.0516889141  0.0308136471 -6.384869e-02    il_197 0.2393736
## Hlil_198      -0.0337341928  0.0192505563 -2.529784e-02    il_198 0.2623337
## Hlil_199      -0.0408063948 -0.0276586346 -7.799474e-02    il_199 0.2709290
## Hlil_200      -0.0138838114  0.0141671311  8.850648e-03    il_200 0.2297186
## Hlil_201      -0.0232714077 -0.0155032692  1.680907e-02    il_201 0.2666902
## Hlil_202      -0.0298898957  0.0257235687 -8.684610e-02    il_202 0.2162958
## Hlil_203       0.0539381897 -0.0003106201  4.566628e-02    il_203 0.2883551
## Hlil_204      -0.0139286857 -0.0751364390 -6.061469e-03    il_204 0.3869069
## Hlil_205       0.0629364611 -0.0654403856 -3.550588e-02    il_205 0.1717885
## Hlil_207      -0.0422085793 -0.0020148603 -1.195275e-05    il_207 0.2750500
## Hlil_208       0.0326224817  0.0538652332  9.054577e-02    il_208 0.5302013
## Hlil_209      -0.0109731283  0.0667004772 -1.113373e-01    il_209 0.3298010
## Hlil_210       0.0463514768 -0.0305056110 -1.317122e-01    il_210 0.2369010
## Hlil_211      -0.0801259701  0.0329553265 -7.610898e-03    il_211 0.2463205
## Hlil_212      -0.0808747878 -0.0221240307 -5.395357e-02    il_212 0.5289062
## Hlil_213      -0.0357342067 -0.0388344495 -2.181988e-02    il_213 0.2325444
## Hlil_214       0.1094425386 -0.0076224119  6.313604e-02    il_214 0.1475333
## Hlil_215       0.0709146102  0.0195079465 -3.809731e-02    il_215 0.4506064
## Hlil_216      -0.0203979729 -0.0191958556  8.313488e-02    il_216 0.3773696
## Hlil_217       0.1308052714 -0.1019848745  3.282513e-02    il_217 0.4803956
## Hlil_219      -0.0925450510 -0.0320019932  5.727786e-02    il_219 0.2097021
## Hlil_220       0.0094729261  0.0267142378  4.083354e-02    il_220 0.2089956
## Hlil_221       0.0530064205 -0.0542324112  1.748900e-02    il_221 0.5767102
## Hlil_224       0.0019473209  0.0255302394  1.656682e-02    il_224 0.2434946
## Hlil_225      -0.0661440726  0.0568159885  8.366529e-03    il_225 0.4469563
## Hlil_226       0.0608150463 -0.0090379241 -4.008245e-02    il_226 0.2783469
## Hlil_228       0.0407609373  0.0684791679  3.317957e-02    il_228 0.4666196
## Hlil_229      -0.0136872945 -0.0919567960  6.869014e-02    il_229 0.4713293
## Hlil_231      -0.1119107783 -0.0231229648 -4.882100e-02    il_231 0.3812552
## Hlil_232      -0.0786593953 -0.0079707159  1.166192e-01    il_232 0.5412693
## Hlil_233       0.0324361133  0.0136875361  5.013956e-02    il_233 0.3303897
## Hlil_235       0.0555277831 -0.0049397532 -3.923230e-02    il_235 0.2239491
## Hlil_239      -0.0079027716  0.0681948443  7.097473e-03    il_239 0.5230190
## Hlil_240      -0.0571650655 -0.0733410839  7.438961e-02    il_240 0.5635229
## Hlil_241      -0.0525739212 -0.0307190287 -1.235521e-01    il_241 0.4507241
## Hlil_242      -0.0210397928 -0.0108953201  1.946439e-02    il_242 0.3789003
## Hlil_243       0.0194465208 -0.0411160155 -5.645588e-02    il_243 0.2466737
## Hlil_244       0.0754528930  0.0419042045  7.287437e-02    il_244 0.3840810
## Hlil_245      -0.0863592213  0.0128771935 -1.909872e-02    il_245 0.4166961
## Hlil_246       0.0541188181  0.0753718955  9.966819e-02    il_246 0.3155540
## Hlil_247      -0.0003369075  0.0047248152  4.714604e-03    il_247 0.3394560
## Hlil_248       0.0826064302 -0.0272089958  2.126942e-02    il_248 0.3493465
## Hlil_NBG_351  -0.0064550677  0.0219461796  3.587916e-02 il_NBG_35 0.2856470
## Hlil_NC_167   -0.4589724231 -3.7499937049  1.494447e-01 il_NC_167 0.1396444
## Hlil_NC_170    0.1416036050  0.1842440687 -1.568076e-01 il_NC_170 0.3449900
## Hlil_NC_171   -0.4700595068  1.9241548635  2.547900e+00 il_NC_171 0.1129165
## Hlil_NC_172   -0.2806454143  1.3845209827 -3.312517e+00 il_NC_172 0.1422348
## Hlil_NTBG_260 -0.0118532247  0.0079392201  2.036722e-02 il_NTBG_2 0.3236783
## Hlil_W_222     0.0423597872  0.0177903030 -4.031587e-02  il_W_222 0.4463676
## Hlil_W_223     0.2114031709  0.0199705096  2.224418e-02  il_W_223 0.3381608
## Hlil_WBG_226   0.0360524865  0.0102898693  1.872880e-02 il_WBG_22 0.5464500
## 
## [[3]]
##                     PC1        PC2           PC3         PC4          PC5
## Hlil_130      -5.150200 -2.6647814  7.266660e-01  1.30714084 -2.431253803
## Hlil_132      -5.514864 -3.6060938  8.783097e-01 -1.23318643 -1.128154128
## Hlil_137       3.205787  1.9744439 -3.705803e-01  0.62372354 -3.731255817
## Hlil_143      -5.702500  3.5492208  1.304542e-01  1.80313241  0.570827993
## Hlil_145      -5.678485 -2.7238239  1.252905e-01 -1.14787182  0.740754260
## Hlil_146      -4.132929 -2.1136076  3.241553e-01  0.13092982 -0.344516947
## Hlil_147      -5.185156 -2.9357074  2.241369e-01 -4.24325176  0.919822447
## Hlil_148      -6.798191  4.4087341 -3.514517e-01 -0.32724013  0.628629363
## Hlil_150      -5.250822 -2.3727825  1.331542e-01 -2.77762842  4.047313994
## Hlil_152      -6.608616  3.5984527  2.349244e-01 -0.86766163  0.960388877
## Hlil_153      -6.666081  4.4083028 -3.226996e-01 -0.02361464 -0.526319415
## Hlil_154      -5.670689 -3.0675804  8.008013e-01 -0.52254299 -0.195678439
## Hlil_155      -3.858702 -1.9962494  2.678169e-01  0.51838511 -0.077474111
## Hlil_156      -5.292138  3.6174506  5.830292e-01  1.72193699  0.236140295
## Hlil_157       3.422773  1.7494765 -3.902760e-01 -2.19951977  1.417466393
## Hlil_158      -6.101575  3.9016950  5.016130e-02  1.36255781 -0.296579554
## Hlil_159      -5.827897  3.7548562 -5.365803e-01 -0.75100918  1.533467668
## Hlil_160      -4.987289 -1.4217480  3.889104e-01  0.75700375  1.282060657
## Hlil_161      -6.319274  3.8589604 -3.448955e-01 -1.42293969 -1.355251096
## Hlil_162       3.678669  1.6097272 -1.217524e-01 -5.15230663  0.461320860
## Hlil_163       4.005327  1.5744397 -3.461109e-01 -5.42251098  0.389406196
## Hlil_164       4.098284  2.2438949 -9.561119e-02 -1.44803209  2.512652973
## Hlil_165      -5.189219 -2.7431727 -2.190825e-02 -1.91101802 -3.724212997
## Hlil_166       4.079582  1.8907572 -4.314258e-02  0.10116135 -4.538822246
## Hlil_168       8.693660  0.3461136  9.870772e-01 -0.34384295 -1.721349767
## Hlil_169      12.866786 -0.5671990  4.493544e-01 -1.08373310 -1.593241515
## Hlil_173      -4.630505 -9.2593007  1.009245e+00 -0.78765687 -0.102704935
## Hlil_174      -4.652466 -9.5261378  1.246883e+00 -0.46641891 -0.071573218
## Hlil_175      -4.257041 -7.9505459  1.122305e+00  0.36663635 -0.569421655
## Hlil_176      -6.414095  3.6959336 -4.588642e-01 -0.94265565 -0.216199978
## Hlil_177      -5.816794  3.4565593 -6.594082e-01 -2.57347923  0.955849380
## Hlil_178      -6.414232  3.7377298 -5.303772e-02  0.50107022 -0.004942292
## Hlil_179       3.711090  1.8430154  6.353320e-01 -2.03544130  0.921699277
## Hlil_180       4.319210  2.6075062 -5.864809e-01 -4.20488893 -2.535045755
## Hlil_181      -1.764393 -6.0914239  7.847591e-04 -0.88248713 -0.999866221
## Hlil_182      -4.276382 -3.4316204  7.120344e-01 -0.16713949  1.202438398
## Hlil_183       3.035256  1.4518766 -5.782497e-01 -2.36276845 -0.661566376
## Hlil_184       3.160876 -2.6005232  5.829042e-01  1.28958549 -0.097746665
## Hlil_185       3.690272  1.1922346  2.541056e-02  0.28714001  0.337215908
## Hlil_186       3.512571  1.7346948 -3.640184e-01 -0.52625584 -0.672440757
## Hlil_188       4.366934 -4.4867367  9.530777e-01  0.16324097  1.581449634
## Hlil_189       4.105769 -3.4904742 -9.147653e-03 -1.44192886 -2.392446789
## Hlil_190       3.344353  1.3246069  8.441173e-01  0.80166105  0.692057200
## Hlil_191       3.177402  1.5849724  8.370601e-01  1.41786874  0.655071991
## Hlil_193       5.403268 -4.6614740  7.936990e-01  0.63622065  1.807025154
## Hlil_195       2.538049  0.6694389 -3.870698e-01 -0.48576380 -1.224627488
## Hlil_196       3.862431  1.8415996  1.093211e+00  0.29054002  1.697318774
## Hlil_197       3.950304  2.3003565  8.790871e-01  1.44451268  1.687612811
## Hlil_198       4.262529  1.8446799 -5.411656e-01 -2.87664345 -1.299720620
## Hlil_199       4.143208  2.4024069  5.025929e-01 -0.53922208 -0.770048034
## Hlil_200       3.717975  2.3091672  4.895778e-01 -0.36436477  2.437154073
## Hlil_201       2.737612 -2.7924312 -1.580414e+01  0.61737228  1.017420756
## Hlil_202       3.573327  1.2454370  2.700746e-01 -0.72520866  1.551731991
## Hlil_203       4.249942  1.7673238 -2.306534e-02  0.04707673 -2.018958424
## Hlil_204       3.389423  1.6834910  8.828387e-01  1.67231475  1.097838423
## Hlil_205       4.624960  1.8301212  9.742728e-02 -1.48827525 -1.354615927
## Hlil_207       3.349452  1.5356212  1.126603e+00  3.26428242  1.954820473
## Hlil_208       2.569889  1.4837135  3.338590e-02  0.26722669  0.327842263
## Hlil_209       3.426425  1.1282834  1.106399e+00  1.66542308 -0.587193322
## Hlil_210       3.316908  1.7379442  1.386488e+00  0.75120126  2.042288065
## Hlil_211      -4.314038  3.1788461  1.392677e-01  0.17004159  0.845700422
## Hlil_212      -1.787998 -4.6056724 -3.120331e-01 -0.17661936  0.411844488
## Hlil_213       3.045442  2.1434789  4.383280e-01 -0.97963956  2.465103590
## Hlil_214      -4.841574 -2.3492765  9.313799e-02  0.15900553  2.180923988
## Hlil_215       2.776644  1.5988626  1.013267e+00  1.96905078 -0.053785364
## Hlil_216       2.937475  1.8281374  5.121421e-01  3.63736443  0.785839645
## Hlil_217       3.006250  0.9832904  2.456082e-01 -0.09958614 -1.866675357
## Hlil_219      -3.940072 -9.7807094  1.122788e+00  1.37842559  0.321198097
## Hlil_220       3.753562  1.0651819  8.007209e-01 -1.20406200  2.144181279
## Hlil_221       2.496619  0.6240632  5.969403e-01  0.48237767 -0.610585247
## Hlil_224       3.534244  1.1368224  1.546750e-01 -0.27179912 -3.229471250
## Hlil_225       2.907986  0.6155905  8.491277e-01 -1.48555903 -1.059860397
## Hlil_226       3.988906  0.6425364  1.414378e+00  1.44867668 -0.154404546
## Hlil_228       2.925182  0.3142839  6.775273e-01  1.16624295  0.047896791
## Hlil_229       3.368495  0.5831806  8.780943e-01  1.32705913  1.319874693
## Hlil_231       3.869806 -4.1092029  1.283458e+00  1.50476106 -1.939142571
## Hlil_232       3.079044  0.7565723  1.000657e+00  2.28882344  0.076524787
## Hlil_233       4.162585  0.4287029  3.093035e-01  1.04468557  2.730119521
## Hlil_235       5.315571 -4.8902512  5.789978e-01 -0.74918142  4.001902860
## Hlil_239       3.129236 -3.1968894  2.920421e-01 -0.11866582 -0.982145634
## Hlil_240       3.320825  0.4987771  1.042672e+00  3.03861059 -0.271573822
## Hlil_241       2.898419  1.0089471  8.080297e-01  1.75248952  1.897976757
## Hlil_242       4.121641  1.8029335  1.279820e-01 -0.72550119 -0.843095302
## Hlil_243      -6.142219  4.3419097 -4.834055e-01  2.68801830  0.515092114
## Hlil_244      -4.814245  2.7459511 -2.074725e-01  2.26923792 -1.581613443
## Hlil_245       4.598418 -4.7651016  4.071729e-02  0.99407781  0.702562841
## Hlil_246      -5.467453  3.4357150 -3.955271e-01  2.02837759 -0.961108784
## Hlil_247       4.124380 -4.1394596  6.127060e-01  3.23926999 -2.059266487
## Hlil_248      -4.348370 -1.5955239 -1.543814e-01  0.87638730  0.948881915
## Hlil_NBG_351  -4.148342 -9.6294817  1.095425e+00  0.46179639 -1.677409410
## Hlil_NC_167   -6.474155  4.1319883 -3.623532e-01 -0.89867199 -0.316706372
## Hlil_NC_170   -4.485928  3.0924826  3.281081e-02  0.46794395 -0.924454931
## Hlil_NC_171   -6.594991  4.1832571 -2.443018e-01 -0.51156891 -0.011370115
## Hlil_NC_172   -6.703320  4.0194877 -2.886213e-01 -0.93119078 -0.129223494
## Hlil_NTBG_260 -5.811955  3.9348135 -6.721921e-01  1.49741279 -1.917308777
## Hlil_W_222     2.184560 -3.2490437 -1.370631e+01  1.78995788  0.105674892
## Hlil_W_223    -3.652774 -7.8448035  8.012283e-01 -0.90337047  0.074226744
## Hlil_WBG_226  -3.447623  2.6677783 -6.605565e-01  1.31448518 -1.410182381
##                        PC6          PC7           PC8         PC9         PC10
## Hlil_130       1.057641324  0.031539483  0.5626755747  3.25879544 -1.777058132
## Hlil_132       1.410891298 -0.554098631 -0.1089722778  3.46675910  0.670305408
## Hlil_137      -2.721926529  2.396040396  0.7109476642 -0.78553800  0.346072073
## Hlil_143      -0.003065078  2.939799322  2.1859707097  1.35350047  0.864281353
## Hlil_145      -3.155001665  3.243375289 -2.2558931446  0.13078097  0.389598997
## Hlil_146      -0.035472845  1.199842510  0.0340973855  0.99792667  1.728894565
## Hlil_147       1.390003275 -1.903775966  0.4326720105 -0.33224941  0.320200442
## Hlil_148       2.252844220 -0.072111908 -1.1320973557 -1.94278415 -2.423894009
## Hlil_150       0.389523850  1.247182142  1.5278951804 -2.68543182 -1.125806554
## Hlil_152      -0.289689963 -0.539536874 -0.0728101381  1.92558239  0.613638940
## Hlil_153      -1.110574920 -0.222534352 -0.2925198228  0.36730253 -0.419800948
## Hlil_154      -2.463225853  1.217868035  0.0955333708  1.68554856 -1.154657614
## Hlil_155      -1.166538687  1.119969907  2.2078279475  0.94043272  1.862596152
## Hlil_156      -0.696260551  0.819011842  1.3095043916  0.67459933 -0.044658672
## Hlil_157      -2.146445022  1.313695502  0.6821463622 -0.24270841 -0.251147281
## Hlil_158      -0.829094310  1.487937962  1.1333333832  0.83552218  0.475500749
## Hlil_159      -0.366002738  1.503439915 -1.2956979672 -1.99686763 -2.961136355
## Hlil_160      -0.901636038  1.167280742 -0.3852649770 -0.26856283 -0.090339664
## Hlil_161      -1.338995955 -0.008604896 -1.9308234855  1.01303559  0.658706701
## Hlil_162      -1.634588778 -0.527671379  0.9517340476  0.15027429 -1.692970057
## Hlil_163      -1.980259920  1.323253786 -0.6012800978  1.81926340  1.044899563
## Hlil_164       3.502142466  1.699209757 -0.5247632932  0.57530384  0.871779168
## Hlil_165       3.147550123 -1.509811710  0.1233552304  1.09270636 -0.432956113
## Hlil_166       2.052947823 -1.626924708 -0.1956017293  1.01493780 -2.269276405
## Hlil_168       0.261981177 -0.087598385 -0.2232019908 -0.80470078  0.397206812
## Hlil_169       0.613351166  0.272540076 -0.4956828750 -0.83649635  0.003875911
## Hlil_173      -0.295444209 -0.039871509  0.4124018786  0.55956318 -0.292348579
## Hlil_174      -0.503283388 -0.026393975  0.2885293082  0.70170533 -0.272379389
## Hlil_175      -0.571547624  0.395274868  0.8020143117  1.20905577  0.229739635
## Hlil_176       0.424649499 -0.642673965 -0.2799150145  0.06156296 -0.173935493
## Hlil_177       0.434961779 -1.262336072 -0.7326462475  0.65319818  3.411899746
## Hlil_178       0.030112168  0.028829420  0.3415281540  0.32546698  0.199371327
## Hlil_179       2.069885229 -1.980352538  2.3964208128 -0.15267140 -4.264265384
## Hlil_180      -1.230931732 -2.607776301  1.2747712422 -1.17664342  0.648692727
## Hlil_181      -0.248921905  0.731164745 -0.8413876637 -1.04749207  0.321751640
## Hlil_182      -0.632314743  0.037801712 -1.9338690502  0.12703831  0.868235395
## Hlil_183       1.777517033 -0.886452933 -0.9512243184  0.96755974  2.458934120
## Hlil_184       0.696783054  0.675555737  0.7467148481  0.72342779 -0.750945776
## Hlil_185       2.101053269  1.737235034 -0.5390106189  0.51751421  0.984696593
## Hlil_186       1.004802794  3.386138234  0.1971316911 -1.78566328 -2.006253831
## Hlil_188       1.570136906 -0.448784192 -1.0765498711  1.56843417 -1.046173704
## Hlil_189       0.354530673  3.260186069 -0.0757549357 -1.98428374  0.460849090
## Hlil_190       0.642294575  2.838919782 -3.1741523287 -0.13068900  0.878400487
## Hlil_191       0.264125128  0.645659884 -0.8250317105  0.89572015 -0.656027892
## Hlil_193       2.221293555  0.153088153 -3.7573379185  3.41632064 -1.069999953
## Hlil_195      -0.817380472  0.386395442 -0.0943518689 -0.66440757  0.060052615
## Hlil_196      -1.924377608  0.312269157  2.6686654356 -0.14681678  4.430297431
## Hlil_197      -0.837881416 -0.379597629  2.9269324672  0.29869552  0.921733272
## Hlil_198      -1.527942647  2.816765991 -0.3835255390 -2.63168855 -1.132587726
## Hlil_199       0.244587264 -0.134753549  1.5531252784 -0.91617349 -2.311599348
## Hlil_200      -0.025449594 -0.460276512 -1.5953189897 -1.01563178 -1.282151169
## Hlil_201       0.111966216 -0.452770221  0.1403502465  1.03953692 -0.568491017
## Hlil_202      -2.792482047 -0.863167602 -2.5910228366 -1.21643350 -1.296241785
## Hlil_203      -2.718300646 -0.653333623  1.0942125041  0.71584963  0.819767883
## Hlil_204       0.099924272 -0.016392559  0.7765602985  0.85135216 -0.907442267
## Hlil_205      -1.792508539  0.078202428  3.2095147318 -0.41349334  2.402340072
## Hlil_207      -1.709486622 -1.572322624  4.9621905741 -0.48568414 -2.079310355
## Hlil_208       1.442770569  0.355378198 -0.0003859462 -0.58543676 -0.558328889
## Hlil_209       0.336331503  0.181148074  2.2354190516  1.88470837 -1.017124279
## Hlil_210       0.914071190 -2.435002379 -0.2618578108  1.05152839 -2.335846232
## Hlil_211      -1.565427934 -2.073582270  0.6624731071  0.89164329 -1.243433623
## Hlil_212       0.285153744  0.270274245  0.2125081059  0.79221753  0.642835020
## Hlil_213       1.540111881  1.439581229 -0.4862978452  0.12083259  0.943606945
## Hlil_214      -0.039450580  1.778974406  1.0155855336 -1.50919202 -1.608759767
## Hlil_215      -0.879340385  1.334314842  0.8201243557  1.42057417  0.232285176
## Hlil_216       1.024610886  2.110675681  1.4340094483 -0.22263801  0.367829326
## Hlil_217       1.402450643  0.087797644 -0.2504556667  0.92041785  1.375743812
## Hlil_219      -1.625162670 -0.273150639  2.2870070377 -1.72714657 -2.058625530
## Hlil_220       1.783078672 -1.398563617  1.4345498507  1.47561498  3.192674395
## Hlil_221      -0.521803315 -1.082662204  0.0674121584 -0.83926227  0.658064019
## Hlil_224      -4.717835091 -2.468578470 -1.9586771915  0.65643299 -3.092900491
## Hlil_225       1.599654579 -0.056311813  0.7060726874  1.70755221 -0.087970639
## Hlil_226      -0.994583120 -1.831679729 -2.4459625304  0.48641974  0.743353606
## Hlil_228      -2.140643454 -1.107650749 -1.0021250849  0.81576756 -0.853836255
## Hlil_229      -1.401963529 -2.234146383 -2.1648818537  1.24830658 -0.118546044
## Hlil_231       0.016699593 -0.323343489 -1.6515504873  0.58394750  0.495155303
## Hlil_232      -0.522650201 -1.461718176 -1.8167088283 -0.19826817  0.515732534
## Hlil_233       0.993017795 -2.784524499  1.0650182066  1.17052534  0.327533571
## Hlil_235       0.144514717 -2.233115800 -0.5396934582 -2.36652909  1.411432332
## Hlil_239       2.488892419  1.301843510  0.7654838777 -0.24114970 -0.308819057
## Hlil_240      -0.712310710  0.421393009  0.4178958490  0.42147540  0.480426553
## Hlil_241      -1.675651540 -1.026112434 -1.7568884521  0.93657521  0.968325534
## Hlil_242       4.293549305  2.018738222  1.1720057907 -1.35825301 -0.610467436
## Hlil_243       1.176313442 -1.492128916 -2.3271185233 -2.57589480 -0.176117609
## Hlil_244       0.568177682 -0.088715352 -1.1536655938 -0.12816708  1.294572217
## Hlil_245      -1.752894578 -0.700532579 -2.3601886255 -4.33187373  2.191926373
## Hlil_246       0.496924254  0.380935294 -1.4344497701 -1.21422955  0.318414100
## Hlil_247       1.229439993  1.667559655 -1.5672489421 -1.35271290 -0.067839236
## Hlil_248       0.090215282  0.227063434 -0.2169647724 -1.45584001 -1.147643978
## Hlil_NBG_351   0.700369286 -4.117632565  1.5222361662 -3.44742071  1.491005677
## Hlil_NC_167    0.363183215 -0.719694334 -0.5184005135  0.19884801 -0.247626289
## Hlil_NC_170    0.207998441  0.304112880 -0.0327468666  0.18616996  0.047274107
## Hlil_NC_171    0.115002399 -0.614676812 -0.4272812644  0.26781206 -0.206780296
## Hlil_NC_172    0.153656902 -0.836871943 -0.5516272756 -0.01624179 -0.112499077
## Hlil_NTBG_260  2.068351352 -2.174175108  0.5649248635 -3.74455473  1.740442855
## Hlil_W_222    -0.460887883 -0.286560546  0.5226058842  0.73372712  0.265607642
## Hlil_W_223     0.465649114  0.477264549  0.2643336726  0.22345657 -0.248197872
## Hlil_WBG_226   1.449948045 -1.521472772  0.3724626809 -3.15090433  1.806658107
##                      PC11         PC12         PC13        PC14         PC15
## Hlil_130       0.13804409  2.359925254 -0.686026851  0.61145063  2.203465337
## Hlil_132      -0.73804958 -0.005088464 -3.275862097 -1.49763175  1.199344993
## Hlil_137       0.77350311 -2.597485707  0.773548860 -2.41184191 -2.488708472
## Hlil_143      -1.80080494  0.256181960 -1.517668534  1.01395250 -2.015751276
## Hlil_145      -0.32348140 -0.639954886 -1.375215307  1.41577105  1.324603298
## Hlil_146      -1.18813049 -2.616758276  0.425848519  0.65309304  0.166811078
## Hlil_147       0.93235641 -3.123914342 -0.231928044 -2.09153739 -3.673665993
## Hlil_148       1.53676323  1.294663850 -2.698296775  0.05365511  0.559797538
## Hlil_150      -0.38112675 -2.458732288 -1.369151109 -0.20597476  0.252399497
## Hlil_152      -0.82819450  0.033239342 -0.368019285 -0.96540745 -1.830872806
## Hlil_153       0.31536066  0.681761322  0.658511676  0.17853641  1.082747240
## Hlil_154       2.08361126  0.567761758  1.941755872  2.18914301  0.919823401
## Hlil_155      -2.36147370 -1.239731685  0.929255095 -1.04723757  0.923196895
## Hlil_156      -0.25087287 -0.397623570 -0.037641453 -0.45890240  0.069076357
## Hlil_157       0.92415910  1.596295777  1.426592221 -1.60294092 -0.006307147
## Hlil_158      -1.11120899  0.527217369 -0.216832273  0.29133730  0.004140160
## Hlil_159       0.50485742  0.445837964  0.521463325  1.47334955 -1.106572678
## Hlil_160      -0.55614339 -0.325126183  0.696927682  0.10659088 -0.514785329
## Hlil_161       1.89695905 -0.370427441  1.589583922  0.73532568  1.737265836
## Hlil_162      -1.18594563  0.561488857 -0.051672015  1.50906042  1.545693681
## Hlil_163      -0.70244245  1.823377641  4.721426537  0.41329627 -1.582962335
## Hlil_164      -1.49822020  1.004831763  1.303098387 -0.11996262 -0.456592488
## Hlil_165       0.83155932 -2.571463957  0.528328028  2.72857222 -2.172211822
## Hlil_166       1.93455177  0.133289874  0.480310121  1.01194959  2.056847117
## Hlil_168       0.19299983 -1.169460446 -0.433813303  0.41287065 -0.192721502
## Hlil_169      -0.17217460 -0.294507891  0.402616258  0.40897160  0.457676371
## Hlil_173       0.09087673 -0.424966813  0.495079890  0.01983924  0.497160672
## Hlil_174       0.13350817 -0.218268616  0.269876373  0.10218829  0.641063126
## Hlil_175      -0.89599250 -0.221801786  0.054631793 -0.16429950  0.886402940
## Hlil_176       0.27349048  0.034015113 -0.518361902  0.24215172 -0.383729157
## Hlil_177       0.84511775 -0.587003214 -2.145931819 -0.69712075 -0.130908330
## Hlil_178      -0.66447451  0.022889640 -0.340325320 -0.04866416 -0.376432615
## Hlil_179      -2.62167427  1.206888627 -2.798750612  0.06656962 -1.952308698
## Hlil_180      -1.08191661 -0.701345498 -0.940856620 -1.45132321  2.078747465
## Hlil_181      -0.03067855  0.335991348 -0.266334882  0.64060578  0.033312045
## Hlil_182      -0.05516382  0.418943853  0.166742774  0.90642477 -1.862098891
## Hlil_183       0.34649175  0.840325799  0.519549884 -0.14665991 -0.854083974
## Hlil_184      -0.95390414 -0.124257433  0.872836780  0.09329789 -0.799528766
## Hlil_185      -0.78676184 -0.671354799  0.736774521 -3.10551947 -0.895982376
## Hlil_186      -1.15981910 -0.719286114 -0.718180980  0.02438397  3.159637488
## Hlil_188      -2.02173806  0.360871776  0.628615129 -1.24799011 -1.289788659
## Hlil_189       1.44337409 -0.759887222 -0.326823236 -0.32629814 -0.353399196
## Hlil_190       0.75547912 -0.361846108  0.532932680 -1.04696607  0.127086337
## Hlil_191      -1.95602383  0.408822501  2.337164583 -0.09555805 -1.266400507
## Hlil_193      -4.18562234  0.542546702  2.385332875 -0.14494341  2.941182750
## Hlil_195       0.51716527 -0.100938715 -0.460912233  0.02872837  0.273851343
## Hlil_196       1.51322060  2.586303541  0.610715292  1.12981831 -0.039696590
## Hlil_197      -0.79186548  2.084539500 -0.424422153 -0.53476676  0.952921426
## Hlil_198       0.75279787  0.520456622 -2.626886534 -3.87460784  2.015192461
## Hlil_199      -0.79353860 -0.689253106  2.023399364  3.69727875  0.975943728
## Hlil_200       0.53589091  0.946962646  1.857171936  1.59659492 -2.127091368
## Hlil_201       1.46351462 -0.312926175 -0.113737570  0.46409111  0.374433480
## Hlil_202      -1.80163776  0.863606934 -0.784378879 -2.41290616 -1.891469718
## Hlil_203      -3.37501241  0.391021754 -1.536554441 -1.16869261 -1.253438205
## Hlil_204       1.28694776  0.147638617 -0.001626927  0.27284132 -1.955345342
## Hlil_205      -1.15710712  1.338611910 -2.056110434  2.07671501  1.707074429
## Hlil_207       1.73642359 -0.470747184  2.204721107 -0.23707074  0.194428507
## Hlil_208       0.65807517 -0.679337587  0.009905708  2.33358901 -0.469519721
## Hlil_209       0.25880797 -0.957817688  0.411236063 -0.65661466  0.723174353
## Hlil_210       3.75303553 -1.048991253  0.500766787 -2.10091084  0.637672258
## Hlil_211       0.76842416 -1.595064206 -0.256849500 -0.74537333 -0.248195355
## Hlil_212       0.78195374 -0.157428960  0.653382652  0.72808644  0.324276917
## Hlil_213       2.94471952  1.796034773  1.343365107 -1.87811375  0.738342750
## Hlil_214       2.66541823 -1.892754401  0.836657241 -0.14914671  1.092440950
## Hlil_215      -0.01651294 -1.685618888 -0.444916475 -0.04276241 -0.494006531
## Hlil_216      -0.02993552 -2.467841160 -0.436562595 -0.06815230 -0.747135060
## Hlil_217       0.32058286  0.519573368 -0.007521120  0.37132398 -1.451999076
## Hlil_219       0.43116429  2.643082995  0.019749572 -0.47291340 -0.740281898
## Hlil_220       4.19872075  1.842859193 -0.553714338  1.81782634  1.469883830
## Hlil_221      -1.32890641 -0.957977594 -0.334052593  0.52628542  0.370862217
## Hlil_224      -0.40976138  0.910692521  0.756095321  0.76054481 -1.241540713
## Hlil_225       0.56732234  0.840795068  0.710496812 -0.72294693 -0.650822133
## Hlil_226       2.11340134 -0.953459358 -0.299507704 -0.14489377  0.396340013
## Hlil_228      -0.41656690 -1.199249006  0.420437178 -0.04293868  0.439661857
## Hlil_229       1.16410109 -1.114790858 -0.489121210 -0.44202736  0.012973117
## Hlil_231       1.88773650 -1.590217912 -2.457509065 -1.49847403  0.284556350
## Hlil_232      -0.06048480 -1.989723124 -0.890389549 -0.43636341  0.065846610
## Hlil_233      -1.71044502 -0.740874904 -3.001611547  1.70982742 -1.210681280
## Hlil_235      -1.28889608 -1.572236075 -0.448476867  0.10589652  3.827758394
## Hlil_239       0.06629353 -0.048004397 -0.347638287  0.96875775 -0.796508165
## Hlil_240       2.12328172 -0.605590849  0.118979507 -1.43209716 -0.480712836
## Hlil_241      -0.42912050 -0.715991469 -2.062201819  1.37963316  2.069035573
## Hlil_242       0.04769740  0.966186122 -0.732751830  0.11502183 -0.523725214
## Hlil_243      -1.40527397  1.185069233  1.041402762 -1.43652389  1.207433920
## Hlil_244      -0.03593762  3.707090752 -0.462064233 -0.38911471  0.406739469
## Hlil_245       0.02629316  0.279935900 -1.659965365  4.66965276 -2.779079366
## Hlil_246      -0.68086750  2.208291705  0.190577491 -0.53892468  0.231891804
## Hlil_247       0.75932535  2.874170145 -2.182445957  1.35178694 -1.128853044
## Hlil_248      -0.67609159  1.914515404 -0.685776023 -0.61751372  1.026635204
## Hlil_NBG_351   0.27372816  3.828128353  1.950349215 -3.33825983 -0.938106489
## Hlil_NC_167    0.03862964  0.256112949 -0.603271413  0.47567537 -0.312410283
## Hlil_NC_170   -0.02948691  0.016000034 -0.373454480 -0.12990859 -0.217253625
## Hlil_NC_171    0.03615528  0.231420048 -0.509927771  0.48917052 -0.265387404
## Hlil_NC_172    0.23861136  0.386104223 -0.521614835  0.41647724 -0.283123013
## Hlil_NTBG_260 -2.24269275 -2.362796018  3.342915321  0.64913151  1.836752139
## Hlil_W_222    -0.75713222  0.283488918  0.002437623 -0.78403957 -0.568516350
## Hlil_W_223     0.23885852 -0.598353363  0.474732312 -0.11870727 -0.247826174
## Hlil_WBG_226  -1.17204907 -1.917584328  3.205368010 -0.14559732  0.744933249
##                       PC16        PC17        PC18        PC19         PC20
## Hlil_130       1.437946649 -2.38983306  2.39778000 -1.52690882 -2.705915068
## Hlil_132       0.870924170 -0.54649773 -0.22788308  1.17038015 -0.468115948
## Hlil_137       1.144879601 -1.63096550  2.35517952 -0.66353787 -2.172120454
## Hlil_143       2.053639476 -1.50210197  0.19561330  0.85716937 -0.234931107
## Hlil_145       2.057241450 -0.49047239  0.71489241 -0.15211259 -0.434189172
## Hlil_146       0.930727151 -0.66745236 -1.40612261 -0.53669976 -0.850258319
## Hlil_147      -0.128109566 -0.21899059 -1.27766609  1.50989398 -0.408896780
## Hlil_148       0.930341549 -0.35236739  0.91030417 -1.32078106 -0.948762508
## Hlil_150       1.245594244 -0.75121764 -2.74026263  2.12042270 -1.679347713
## Hlil_152      -2.261548209 -0.35587903  0.18353133  0.65070083  0.617099400
## Hlil_153      -0.960829543  0.80374570  0.79780460  1.00109016  1.758049815
## Hlil_154      -2.033748125  1.32609558 -1.15449266 -1.60887685 -0.144179409
## Hlil_155       1.194707936 -0.48740043 -0.74208204  1.61021898 -0.327691078
## Hlil_156       0.348503360 -0.42619881 -0.41550601  0.51439954 -0.138016025
## Hlil_157      -1.928662099 -0.89327418 -0.59655574  0.97628328  0.872587782
## Hlil_158      -1.083905025 -0.23795674 -0.06980422  1.38281871  0.657694290
## Hlil_159       0.817445054  0.48955611  0.80266523  0.23435664 -1.537544206
## Hlil_160      -1.215984173 -0.68321905  0.01205172 -1.44067218 -0.519508037
## Hlil_161      -1.255246937  1.71488295  0.46066512 -0.95141480  1.634791098
## Hlil_162       2.701997059  1.32725519  2.68040050 -0.57098111 -3.478405336
## Hlil_163       3.033732375 -0.19704462 -0.67021088 -3.03336329  1.043230836
## Hlil_164      -0.119318596 -0.31537303  0.70349952 -0.53945569  2.349083578
## Hlil_165      -3.534989581 -0.74388373 -0.11338589 -0.64026973 -0.418229157
## Hlil_166       2.810643970  1.13946282 -1.60770363  2.24482578  2.111891250
## Hlil_168       0.602664172  0.30583918  0.22349265  1.07315426 -0.492050398
## Hlil_169      -0.253958317 -0.58803002  0.36509654  0.43572351  0.179905550
## Hlil_173      -0.437191505  0.07598228 -0.26981295  0.16451644  0.160563181
## Hlil_174      -0.437896791 -0.01189387 -0.15154933  0.06359937  0.110285438
## Hlil_175       0.023443645 -0.70220036 -0.45954750 -0.23578683 -0.651731356
## Hlil_176       0.559373279  0.47578774 -0.30935317  0.70930561  0.381722778
## Hlil_177      -1.826540686  0.51994071  1.71258691 -1.20249831  1.969847291
## Hlil_178       0.807792060 -0.30235810 -0.05261737  0.50330867  0.004006844
## Hlil_179       0.454969106  0.98098119 -2.34286014 -3.30931318  0.418533029
## Hlil_180       0.316303825 -4.29124132  0.50121721  1.92856025  0.927462344
## Hlil_181      -0.887703824 -0.18747730  0.50197891 -0.15559584 -1.068584850
## Hlil_182      -2.053018748  0.31405230  1.08697514 -0.63576654  0.371339363
## Hlil_183       1.748881456  0.76423940 -0.85954655 -0.66211780  0.112929742
## Hlil_184      -0.873939968  1.51450723 -0.12876144  1.02245931 -0.838835375
## Hlil_185       1.265709243  1.36276241  1.17508992  1.78275927  1.110511260
## Hlil_186      -1.034351028  1.59136340  0.93757317  2.26990646  1.592571441
## Hlil_188      -2.139544901 -0.17526056  2.92737357  0.46488353 -0.154681198
## Hlil_189       0.822192418  0.88720011 -1.34076102  0.24550566 -0.365273582
## Hlil_190       0.005054668 -1.00115278  1.75692301 -0.64082622  1.265246294
## Hlil_191       0.185767956  4.05899944  2.24345637  2.93058582 -0.441674993
## Hlil_193      -0.527746646 -0.74868914 -1.38620238 -0.39976636  0.214417569
## Hlil_195      -0.314570735  1.30896141  0.99651541  0.69310429  0.181873864
## Hlil_196      -0.562070291  0.48537279 -2.66764362  0.50991436 -1.983459132
## Hlil_197      -1.997171009  0.67476049 -2.53277839  0.59470714 -1.016211355
## Hlil_198      -2.498250317  1.39324616 -0.25113061 -2.00720259  0.338489186
## Hlil_199      -1.093693748 -2.64931284 -1.14010106  1.16273605  0.280356234
## Hlil_200      -0.297571294 -0.64182577  0.74313128 -0.34026665 -0.473684114
## Hlil_201      -0.311400592  1.39317776 -1.13989037 -0.64607699 -0.750917023
## Hlil_202      -2.196921974 -0.41603472 -0.84218721  0.18645403 -1.396235645
## Hlil_203      -0.341719516  0.45392637  0.77831140 -1.12507183  1.145598275
## Hlil_204       0.612531255 -0.51522640 -1.24614724 -0.47509579  0.232878640
## Hlil_205      -1.983365609 -0.11748947  2.35246558 -1.00869803  0.610560718
## Hlil_207      -1.143072242 -1.54325635  0.90683347 -0.62121198  0.167929528
## Hlil_208       1.118742838 -0.06243911 -0.20396696  0.64248755  0.528398131
## Hlil_209       1.142957813 -1.19349335  0.42009946 -2.85767578  3.298701516
## Hlil_210      -0.350224410 -1.78634344  3.35938161 -0.07700147 -2.127692748
## Hlil_211       0.292416816 -0.25894818  1.88207055  0.37439187  0.210328765
## Hlil_212       0.047683294  0.15318474  0.75605557 -0.10750956 -0.399798698
## Hlil_213      -0.844931293 -3.38590412 -1.21809798  0.80232934 -1.060188995
## Hlil_214       0.435293140  0.26597874  0.45685163 -0.24832811  3.914530325
## Hlil_215       1.904011259  0.20142006 -0.62325389 -1.75197102  0.021479988
## Hlil_216       1.766730174  1.01142665  0.91192645 -2.38066818 -0.100521557
## Hlil_217      -0.563770243 -0.84353169 -1.27696796 -0.04324186 -0.238017491
## Hlil_219      -0.314040437  1.80237555  0.39497310 -0.18744624  3.244267031
## Hlil_220       0.393067366  1.75482714  1.48771667  0.78558695 -1.356499231
## Hlil_221       0.075526152  0.65591758 -0.63431029  0.46358951  0.411864613
## Hlil_224      -0.415574195  0.45632261 -1.69813175  0.37380637 -0.594485687
## Hlil_225      -0.503041678 -0.74473899 -0.09840190  0.10703190 -0.690382608
## Hlil_226       0.758107392 -1.68533506 -2.53385852  1.04504315  2.499221595
## Hlil_228       0.926607065  0.71549048 -0.50567466  1.46477297 -0.447897020
## Hlil_229       1.367633605  1.15536899 -1.04811527  0.79192725 -0.046868609
## Hlil_231      -0.706687655  0.75091971 -1.87959072 -3.85392735 -0.773490435
## Hlil_232      -0.840485609  1.11904614  0.62786202  0.64397255 -0.628628876
## Hlil_233      -0.403369691  0.33551976  0.67791065 -0.50014567  1.578709120
## Hlil_235       0.732093025 -1.11759510 -0.13582863 -1.47074799  0.729307431
## Hlil_239      -0.831571165 -0.44025858  0.48552673  0.73610910 -0.335338935
## Hlil_240      -0.011439913  1.46591270 -1.40445789  0.19648935 -0.851233008
## Hlil_241      -0.253704819  2.63491119  0.28117911  0.76277153 -1.942153832
## Hlil_242      -0.392607085  2.64539427 -1.09312233 -0.96067471 -1.371446115
## Hlil_243       1.597703571 -1.73612008 -1.09467357 -2.01163247 -0.907242175
## Hlil_244       0.259147476 -0.51722893  0.20639374 -0.97910434 -0.332271984
## Hlil_245       1.928213036 -1.55532754  1.34494401 -0.42952588  1.452262034
## Hlil_246      -0.130934447 -0.38035943 -1.71095550 -0.55966252  0.235548542
## Hlil_247      -1.745435819 -2.85818245  0.41151406  2.31636127  0.054215410
## Hlil_248       0.484574960 -0.43869766 -0.85840634  0.94158792 -0.741371740
## Hlil_NBG_351   3.332603561  1.78395179  1.47153992  0.64109969  0.472756019
## Hlil_NC_167    0.462927548  0.33505033 -0.12742100  0.54772187  0.595221978
## Hlil_NC_170    0.321481200  0.32597844 -0.61358599  0.51195930  0.276268796
## Hlil_NC_171    0.291929248  0.29776966 -0.24614905  0.64975616  0.662943610
## Hlil_NC_172    0.504856830  0.55022895 -0.35646612  0.69410976  0.786055679
## Hlil_NTBG_260 -1.703110004  0.88769790  0.48157837 -1.17879716 -1.019244157
## Hlil_W_222     0.284867652 -1.56934403  0.91007048  0.76273437  0.519459827
## Hlil_W_223    -0.273904400  0.40707762 -0.35180378 -0.14017273 -0.575872374
## Hlil_WBG_226  -1.393307693  0.28155531 -0.13519617 -1.08078216 -1.672901412
##                      PC21        PC22         PC23         PC24        PC25
## Hlil_130       1.14434123  0.71969112  1.521877570 -0.683308092  1.04702731
## Hlil_132       0.18642496  2.27829656 -1.685750808  1.390459546 -0.44178815
## Hlil_137       0.48141555  1.02636448 -0.248033652 -1.793832832 -0.57301056
## Hlil_143       1.59264223  0.66932802  0.884409587 -1.757685323  0.48130892
## Hlil_145       3.22868404 -1.83967819 -1.596040269  1.471248194  1.71162039
## Hlil_146      -0.68531822  0.86086132 -0.361714444 -0.001749435  0.90506046
## Hlil_147       1.02890020 -1.74292180 -0.473764380  0.931163276 -0.87399555
## Hlil_148      -0.76788744  0.24064832 -1.076304704  1.176582095  1.20800996
## Hlil_150       0.96913033  0.21809225 -0.133368498 -0.947183820 -0.22193666
## Hlil_152       1.78695787  0.33858419  0.761020269  0.849984536  1.23702340
## Hlil_153       0.59778487  0.11100976  1.897045976  0.112825323  0.54195786
## Hlil_154      -0.39448544  1.53075378  0.956063499  1.288783343  0.72519127
## Hlil_155      -0.98157388  0.98034562  0.251783179  0.118970179 -0.55609986
## Hlil_156       0.16178900  0.34838219  0.669692362  0.190169065  1.18566984
## Hlil_157      -1.42687316  2.27073788  2.124981715 -0.270809584  1.59216607
## Hlil_158       0.25660517 -0.21473321  2.104158010 -0.992478954  0.55931739
## Hlil_159      -2.23364611  0.32357252 -0.774866356 -1.061768035  0.21775936
## Hlil_160      -0.96359870 -0.10997127 -0.075037677  2.070118396 -0.48665429
## Hlil_161       0.75608331 -0.92199788 -0.079872314  0.540705289  0.30431445
## Hlil_162      -1.84155053  0.82143250 -0.914528471  1.420059389 -0.72013752
## Hlil_163      -1.06650603 -1.22190008  0.494353643 -0.674967495 -0.35509644
## Hlil_164       3.00423797  1.65719993  0.575456971  2.664875478  0.34248933
## Hlil_165       2.93265978 -0.08774019  1.901856415 -0.877132285 -0.31829102
## Hlil_166       0.32398669 -0.11620753 -0.963865420 -2.784321718 -0.99706820
## Hlil_168       0.62452173  0.56192507  0.221081995  0.387009575 -0.57266889
## Hlil_169       0.72268928  0.74314617  0.064565698  0.039365991 -0.84368490
## Hlil_173       0.23099064 -0.34149450 -0.309483307 -0.010163025 -0.98078739
## Hlil_174       0.39938237 -0.14718867 -0.261890349 -0.068090243 -0.71545640
## Hlil_175      -0.33611703  0.26458533 -0.315276908 -0.025211558 -0.53864556
## Hlil_176      -0.50656992 -0.39010872 -0.031658973 -0.805735778 -0.21581634
## Hlil_177      -1.30638955 -0.15486083  0.336314587 -0.368803417 -1.84655151
## Hlil_178      -0.33336532  0.12874504  0.350823951 -0.346832714 -0.05146978
## Hlil_179       0.24170440  0.40797968 -0.059554392 -0.170879005 -1.09209049
## Hlil_180      -0.82397457 -0.88166122  0.821900669  0.287659860 -2.38908207
## Hlil_181      -1.60860994 -0.79301142 -0.957951053 -1.246339470  0.51191487
## Hlil_182      -4.82421390 -0.97347211  0.045878537 -1.690013711 -0.13806356
## Hlil_183       0.93031021 -3.13924666 -0.573945903  0.609323677  0.40892646
## Hlil_184      -0.92200142 -0.79984745  1.327235906  1.838704667 -1.17395167
## Hlil_185      -0.31480493  0.31198727 -2.022334347 -0.009363067  0.55510849
## Hlil_186      -1.36784637 -1.14957030  0.464223313  0.045104647  1.31675068
## Hlil_188       0.87586765 -1.27092825 -1.652952588 -0.888690828  1.25053078
## Hlil_189      -0.82435525 -1.18922201  1.578378772  0.159352029  1.10010367
## Hlil_190      -0.04365025  1.47781947 -0.469914466 -0.303702865 -2.92083991
## Hlil_191       1.15304366  0.22547581 -0.201173776 -1.042416699 -0.39597842
## Hlil_193       0.26334642  0.72115114 -0.784287037 -2.656559109 -0.31786490
## Hlil_195      -0.52926489  0.66467230  1.694062467 -0.341699708 -0.19485565
## Hlil_196       0.06227757 -1.28123988 -2.703089568 -0.460788307 -0.66811797
## Hlil_197       0.97569766 -0.31121062 -1.453867998 -0.133546530  0.36107950
## Hlil_198       2.18605356  1.24502094  0.852212666 -0.400424758  0.37974473
## Hlil_199      -0.27479794 -2.56416995  0.241947833  2.514281450  3.35067028
## Hlil_200       1.26838448 -1.32541213  1.266839651  1.261332753 -2.27559410
## Hlil_201       0.25706737 -1.41383665 -0.002714927 -2.867988345 -0.07495190
## Hlil_202      -0.10644515  1.13930767 -0.368699416 -1.687338117  1.18840814
## Hlil_203       0.88267014 -4.42334601 -1.340390975 -0.329879448  1.46552105
## Hlil_204       0.60825334  1.51469612  1.460849512  0.580305502 -3.31283405
## Hlil_205       0.94626237  0.69231746 -1.627291381 -0.586065683 -1.50464730
## Hlil_207       0.57885768 -0.40706223 -0.336299921 -2.153880544 -0.37117955
## Hlil_208      -0.05886069  1.30255484  0.899880120  0.235018069 -0.56635329
## Hlil_209      -2.48797406  0.27387695 -0.081755134  0.462167514  0.41960025
## Hlil_210       1.97436509 -1.55477650 -1.044672246  0.039317645  1.06614584
## Hlil_211      -1.89162462 -0.38627054 -0.644342026 -0.292532437  0.81209997
## Hlil_212       0.38914973 -0.24354537 -0.213316788 -0.364568558  0.71224825
## Hlil_213      -0.44790614  0.23805835 -0.059901320  0.644755036  0.25203358
## Hlil_214       0.19318545 -0.40972031 -2.901144004  0.113476012 -0.22020219
## Hlil_215       0.20169721 -0.55226621  0.903934487  1.337336541 -0.99390687
## Hlil_216       0.70763443 -1.85818058  0.116169706 -0.534667813 -0.12634198
## Hlil_217      -0.80970046  1.01868372  1.483595597  0.186846745  0.77047139
## Hlil_219       1.00663423  0.40730005 -0.962766391  1.490396162 -2.51153897
## Hlil_220       0.61678219  0.55375224  0.062287726 -0.059679428  0.15322473
## Hlil_221      -1.29223362 -0.74268188 -0.047756867  1.786545235  0.34586473
## Hlil_224       1.62066803  1.41995365 -1.435678403  0.287505480 -0.28394575
## Hlil_225      -2.34943001  1.99013518 -1.313204658 -0.508619522  1.05548231
## Hlil_226       0.33192195  1.04762284 -2.927551135 -1.032770856  1.27982077
## Hlil_228      -0.51627646  0.19844976  0.953257532  2.374674167  0.11150575
## Hlil_229      -0.00856188  0.19116308  0.100571647  2.283347380  1.26169775
## Hlil_231      -0.85095152  0.11406575 -0.095098404  0.783214471  1.00188324
## Hlil_232      -0.16776775 -0.66481683  2.026214685  0.708154421 -0.46820742
## Hlil_233      -2.24349020  1.25025048 -0.262083781 -0.125344149  2.36289323
## Hlil_235       0.83619978 -0.90799513  4.199288761 -1.864669953  0.82012428
## Hlil_239      -0.73700765 -0.59129197  0.646969251 -0.967987443 -0.51151693
## Hlil_240      -0.61463784  0.32033866  1.538516342 -0.799101355  0.64404448
## Hlil_241      -0.17515626 -0.41341593  1.118959848  0.133485788 -2.49998860
## Hlil_242      -0.28828009  0.52300356 -0.996664033  0.738413393  1.40349660
## Hlil_243      -0.95496546 -1.50976581  0.200977953  0.271206890 -2.27243449
## Hlil_244       0.73197537 -0.55235388 -0.206421594  0.736746092  0.12897581
## Hlil_245       1.45212367  3.21369166 -0.609147435 -1.485306818  1.83768151
## Hlil_246       1.30460148 -1.08821903  0.437521542 -1.024592973  0.55172235
## Hlil_247      -2.02626404 -2.96995830 -0.545088492  1.279144299 -1.58783259
## Hlil_248       0.73628648  0.50927809 -0.216601811 -0.153555267 -1.24943772
## Hlil_NBG_351  -0.01928619  0.22417388  2.468219658  0.163656219  2.50909141
## Hlil_NC_167   -0.28552185 -0.14006365  0.266102667 -0.828040851 -0.32720862
## Hlil_NC_170   -0.45153737  0.24206004  0.072037956 -0.357976488 -0.37970781
## Hlil_NC_171   -0.12254038 -0.16405984  0.191726654 -0.799939901 -0.24794107
## Hlil_NC_172   -0.20333677 -0.18206998  0.187946850 -0.806105194 -0.33583329
## Hlil_NTBG_260  0.37510712  1.60759060 -2.125274327  0.487590302 -0.59455076
## Hlil_W_222    -0.26195587  1.71564338 -0.173594242  3.693214485  0.01005680
## Hlil_W_223    -0.20068775 -0.38517269 -0.367539531 -0.649628928 -0.56040471
## Hlil_WBG_226  -0.18755507  1.67288754 -1.657666837  0.910141830  0.41872392
##                      PC26        PC27         PC28        PC29        PC30
## Hlil_130       2.37497902  0.58623274 -1.130027277 -0.81960266  1.82603185
## Hlil_132      -0.21447317  1.80472514 -0.428906589  1.33786614 -0.46072190
## Hlil_137      -1.84122865  2.16111518  1.916177565 -0.28374077  0.65224557
## Hlil_143       1.24738693  0.41925423 -1.262589858 -0.37062148  0.29443816
## Hlil_145      -1.53335389 -3.10330955  1.132397772  0.48976335  1.21569850
## Hlil_146       0.35311347 -0.51571307 -1.435818899  1.80310476 -0.45319311
## Hlil_147      -0.13315602 -0.78422897 -0.816245659 -1.07615521 -1.23697389
## Hlil_148      -0.85877430  0.72815052 -0.882034439  1.13073765  0.73724309
## Hlil_150       0.43024995  1.28433146 -0.448057694 -2.10913525 -0.38779624
## Hlil_152      -0.50021005 -0.96861446  1.648995453 -2.12012257  0.36437010
## Hlil_153       0.38158180  1.18836518  0.482571607 -1.59470284 -0.39685229
## Hlil_154      -0.89329024 -2.44306727  0.494908651  1.25983738 -1.33860204
## Hlil_155       1.08392301 -0.44055965  0.310229159  0.96378467 -0.54860514
## Hlil_156       0.91111964  0.49075928  0.832959297 -0.72831577 -0.12965921
## Hlil_157       0.14084079 -0.26259753  0.447241784  1.93701982  0.11942824
## Hlil_158       0.50731340  0.31560906  0.453669814  0.28831210  0.73902516
## Hlil_159       0.64546993 -0.52647314 -0.754068438 -0.17030355  1.01862295
## Hlil_160      -0.39776010 -0.97091686  2.019321309 -0.18368143  0.58790096
## Hlil_161      -2.16133046  2.11399723 -0.598464849  1.50898820 -0.58114027
## Hlil_162       0.60477450  0.28422492 -0.678786839 -1.53331521  0.31818677
## Hlil_163       0.77611776  1.70610684 -3.004409252 -0.77847880 -0.95444744
## Hlil_164      -0.04521217  0.67769018  2.015931596 -0.96225543  2.87662393
## Hlil_165      -0.96359597 -0.59849840 -2.768383536 -0.93938211  1.86175949
## Hlil_166      -0.55950069 -1.98343695  0.929366187  0.39624461 -0.31979912
## Hlil_168       1.37798676 -0.29962026 -0.801524220  0.17132795  0.97610130
## Hlil_169       1.07891320 -0.54500673 -0.425390270  0.60088115  0.77118373
## Hlil_173      -0.19992689  0.27618950  0.140680829  0.55653503 -0.10764077
## Hlil_174       0.26009052  0.10225023  0.438264518  0.21012737  0.06001223
## Hlil_175       0.39303918  0.05774772  0.557204909  0.68124522  0.32069942
## Hlil_176      -0.16477521 -0.06653714 -0.011195571  0.02799342 -0.83925988
## Hlil_177       0.61913388 -0.04665298  0.329290488 -0.18297066 -0.17016429
## Hlil_178       0.01386335 -0.17219520  0.290457355  0.05213461 -0.58752238
## Hlil_179       0.44780724  0.20631232  1.490662959  1.43177193 -0.45442197
## Hlil_180      -1.46570531 -0.89568594 -0.058779937  2.60165473  3.08874311
## Hlil_181      -0.54399177  0.65343883  1.586821530 -0.24103658  1.19297061
## Hlil_182      -0.32261433 -0.98459334 -0.077250964  0.54326820  2.49769304
## Hlil_183       3.31768702  0.18783633  0.709841055  0.94718377 -1.08575031
## Hlil_184      -0.69828444 -0.31913168 -0.117626108  0.81327162  1.28378700
## Hlil_185      -0.68881464 -1.44978856  0.539240377 -1.67375963  2.35831119
## Hlil_186       1.46291213 -0.04323144 -0.835334321 -1.21478241 -0.73146392
## Hlil_188       1.88282763 -0.48370812  1.133287097  2.36110590 -1.76449984
## Hlil_189       0.70130886 -1.41337802  2.458676812 -1.70720222 -1.36287365
## Hlil_190      -1.43437688 -1.64808024 -0.534572204 -1.83278900 -0.04583474
## Hlil_191       0.81542997 -1.00529127 -2.348209041  2.08899656  1.03396257
## Hlil_193      -1.13952235  1.18256943  0.410507344 -2.13996498 -1.13969684
## Hlil_195       0.93414288 -0.31864544 -0.007238319  1.17049764 -0.10104290
## Hlil_196      -1.28814517  0.15685982  0.185470373 -1.16460502  1.74764715
## Hlil_197      -0.41086182 -0.47455431 -0.894018394  0.64113716  0.74177651
## Hlil_198       0.94048767 -0.05079856 -0.506378729 -0.38423055  0.20899351
## Hlil_199      -0.50021517  1.07707817  0.660968589 -0.17702454 -0.16812359
## Hlil_200      -0.27556851 -0.13335888 -0.025558623  0.17690912 -0.45983067
## Hlil_201       0.86749097  1.84030638  2.388047162 -0.34876815  2.30439623
## Hlil_202      -1.06957096  1.86972973 -1.950897375  0.84847373 -0.92604826
## Hlil_203       0.39897564 -0.80908811 -0.609347412 -0.12257954 -0.82933430
## Hlil_204      -0.81805574  1.75815056  0.695818600  1.01015770  0.29280623
## Hlil_205      -1.28499817  0.85729956  1.334707921 -0.57954021 -3.34647462
## Hlil_207       0.39804291 -2.21593852 -1.443357600 -1.09706472 -0.62462290
## Hlil_208      -0.56165723 -1.19004895  0.036279927 -1.13463910 -2.28861425
## Hlil_209      -0.85814836  0.47954099 -0.088717654 -0.06400277  1.29348449
## Hlil_210      -0.34821863  0.33061599  1.140075608  0.30676522 -0.88230367
## Hlil_211       1.29332989  0.41233297  0.772272561 -0.26730351  0.14899705
## Hlil_212      -0.63468411 -0.27357406  0.687668947  0.04303376 -0.48265423
## Hlil_213       2.07272322 -1.18213178 -0.549103210  1.13280636 -0.17091529
## Hlil_214      -0.01333154  2.30337073 -1.770877783  0.21187035 -0.10647358
## Hlil_215      -0.27778138  0.09842215  0.752012216 -0.57209782 -0.11422810
## Hlil_216      -2.29303843  0.23330762 -1.300013957  1.33314679 -0.38581606
## Hlil_217       1.63890299  1.23397803  0.370104706 -0.99784913 -0.26258847
## Hlil_219       3.20611008  0.72136884  0.699704044 -0.53853316  1.06182525
## Hlil_220       0.69940916 -0.63211454 -0.370170320  0.21230364  0.46731514
## Hlil_221       0.86358465 -0.30952845 -0.723776797  0.55226641  1.13908233
## Hlil_224      -0.56697985 -1.55886179  0.497998452 -2.18046022  1.00293189
## Hlil_225      -1.25341082 -0.63501043  1.817695728 -0.97441527 -1.99371836
## Hlil_226       0.28196616  0.22566387 -0.477540692  0.11208535 -0.02812096
## Hlil_228      -0.35345251  2.32441151  0.699563275  1.19763082 -0.15947710
## Hlil_229      -0.12344406  2.25628914  0.650828650  0.37011372  0.91828283
## Hlil_231       2.08166056 -1.69894098 -2.920629347 -1.10800819  0.55108869
## Hlil_232       1.14975010  0.50782758  0.758322984 -0.63305766 -2.00574464
## Hlil_233      -1.08103293 -1.60499792 -0.222721907 -1.71571225  1.26064560
## Hlil_235      -1.30585127  0.08148868 -0.652312676 -0.37406121  0.17706054
## Hlil_239      -0.69278545 -0.11380639  0.707110109  2.55125286 -1.33403003
## Hlil_240       0.63912638  0.17537819  0.554002633  0.32063653 -0.58738184
## Hlil_241      -0.94662403  0.18847272 -0.358277905 -0.64014125 -0.12623173
## Hlil_242      -3.04911077  0.35078808  0.233019095  1.18991686  0.06231599
## Hlil_243       1.05926100 -2.84585970  2.510833460  0.36652163 -0.55796780
## Hlil_244       0.05373630  0.93567399 -0.577242261 -0.45796884 -1.17216443
## Hlil_245       1.56739324  0.18614086  1.030858286  1.78197292 -0.47703529
## Hlil_246      -1.14733173  0.05288616 -0.483949427  2.34015444  1.06823739
## Hlil_247      -0.44246807  2.59147136 -1.530154263 -2.38008187 -0.22455897
## Hlil_248      -0.91417733 -0.95967070 -1.563099225 -0.19961087 -0.57456983
## Hlil_NBG_351  -2.92807696  0.16259115 -0.371640186 -1.40848362 -0.18453377
## Hlil_NC_167   -0.19710804 -0.38220223 -0.220944725 -0.21211279 -0.41428328
## Hlil_NC_170    0.24244484 -0.01634900 -0.033915978  0.17499283 -0.72346575
## Hlil_NC_171   -0.25782890 -0.30343424 -0.202640184 -0.22195769 -0.50695728
## Hlil_NC_172   -0.17829267 -0.24466323 -0.159503897 -0.04931453 -0.50362352
## Hlil_NTBG_260  1.54451509  0.73302305  0.509294754 -0.17386897  0.19348500
## Hlil_W_222    -1.12624212 -2.12656900 -2.855033095  0.28354890 -2.61425246
## Hlil_W_223    -0.66532405  0.40862153  0.555935098  0.84503023 -0.65750817
## Hlil_WBG_226   0.86279063  1.07046824 -0.730560734 -0.53656911  0.25620457
##                       PC31        PC32         PC33        PC34        PC35
## Hlil_130       2.097919565 -1.90436210 -0.023053284  2.16556137 -0.98045432
## Hlil_132      -1.372579231  0.72304762 -0.477500043 -1.20038356  2.45159580
## Hlil_137      -3.054296265 -0.08535996  1.332755166 -0.01802683  0.37218458
## Hlil_143      -0.911025062  1.82261899  0.261982709  0.97577169  0.77139686
## Hlil_145      -0.390738807 -2.82288418  0.977483603 -1.33222884 -0.66072363
## Hlil_146      -0.028959331  0.54028006  1.194376391 -0.12643028  1.77550572
## Hlil_147       1.646011016  0.51159582  0.116502418  1.63729977 -1.62076432
## Hlil_148      -1.818367811  1.26857446 -0.159933468 -1.36973561 -0.04342827
## Hlil_150      -1.888249636 -0.70608022 -0.548048827 -0.13828676  0.04844245
## Hlil_152       0.306739058  0.67528000  0.153425021 -0.63505251  0.94696776
## Hlil_153       0.707399754 -1.27837562 -0.618936000 -1.82601343 -1.13344664
## Hlil_154      -1.482521781  0.72636622 -0.004494187  1.44531551  2.38528615
## Hlil_155       1.609891339  0.83517887  1.053432002 -0.25881183  0.69419328
## Hlil_156       0.528217368 -0.51809445 -0.421068878  0.47402178 -0.33517030
## Hlil_157       0.238896625 -1.11093679 -0.243277848  0.61070272  0.33622406
## Hlil_158      -0.140714449 -1.02719153 -0.284804697 -1.41590604 -0.65359513
## Hlil_159       1.812243937  2.48868994 -0.544872699 -0.04098408 -1.02341029
## Hlil_160       1.433448487 -0.17735903  1.297200317 -0.14714853  0.12811285
## Hlil_161       0.375428112  0.32164395  0.214952111  1.04107639 -1.61762895
## Hlil_162      -0.460554849  0.99674193  0.151953125  0.74006305 -0.31391416
## Hlil_163       0.756433828 -1.81747565  0.219628418 -1.31937495  0.38117283
## Hlil_164      -0.875281824  1.28151497  0.001543059  0.46033423  1.33903370
## Hlil_165       0.513199839 -0.27000011 -0.599743581 -0.89338236 -0.92673110
## Hlil_166      -1.387695599 -0.38426682  0.429328143  0.02890395 -0.42321988
## Hlil_168      -0.599898034  0.37838166 -2.169781007  0.25306275 -0.55979228
## Hlil_169      -0.486986899  0.34763363 -1.148127946  0.36859245  0.34165748
## Hlil_173      -0.286845860  0.16027378 -0.124114464  0.81668192 -0.27620120
## Hlil_174      -0.419306412 -0.09590331 -0.310247013  0.61949560 -0.18917110
## Hlil_175       0.117453960  0.12767453  0.117234900  0.14553421  0.24719672
## Hlil_176      -0.296926776  0.29984238 -0.172206575  0.20206308 -0.03120831
## Hlil_177       0.114198381  0.91044563  1.148070456 -1.58776239 -0.03916972
## Hlil_178      -0.188382332  0.38597517 -0.167636655  0.19931211  0.09596916
## Hlil_179       1.347009718 -0.47039948  3.623954821  0.18540732 -0.66825931
## Hlil_180       0.667708553 -2.01660671 -0.150890121  0.54422551 -0.05435732
## Hlil_181       1.934848262  1.13633274  0.289873879 -1.63126357  0.14795025
## Hlil_182      -2.138639844 -0.84243482  0.282766610 -0.44750584 -0.59983568
## Hlil_183      -1.104633554 -2.24595010  0.533250746 -1.20087862  2.21844084
## Hlil_184      -0.386573837  0.37253804 -0.029297381 -0.55302985 -0.49523369
## Hlil_185       0.582491565 -0.62775554 -0.853662656 -0.30454153 -1.51904700
## Hlil_186       0.223453649  1.07997422 -0.598914920 -1.52425761  0.56304005
## Hlil_188      -1.615049243  1.91612706  1.223397880  0.73823855 -1.43829469
## Hlil_189       0.543856591 -0.51982081  0.745799012  1.35862268  0.66882556
## Hlil_190       1.529020299 -0.06317810 -0.261423278  2.62651768  1.65384566
## Hlil_191       0.717698942 -0.04052172  1.197499899  0.81553874  1.55271363
## Hlil_193      -1.144010615  0.10582045 -0.583854168 -1.66330225 -2.34712429
## Hlil_195       0.269144478  0.41523440 -0.122852893 -0.04860184 -0.10471131
## Hlil_196      -1.804990708  1.23494259 -0.634839782 -0.50854817 -1.68081429
## Hlil_197       2.971239485  0.48367385  0.066438559  0.22060821 -0.24642503
## Hlil_198      -0.755970772  0.69571268  1.387239004 -1.53597255 -0.02703061
## Hlil_199      -1.422843906  1.25022841 -1.000271301  1.26231905  0.08499463
## Hlil_200       0.100602865  0.90716957 -1.622657993 -1.03907356  2.84068288
## Hlil_201       1.432002358  0.42352372 -0.845876344  1.20439711  2.02505138
## Hlil_202      -0.569064494 -1.99051909 -0.844673546  1.82137996  1.04684682
## Hlil_203       0.114880861  1.09141767 -1.805363787  0.34438667 -0.04487891
## Hlil_204      -0.246088511  1.17785755 -2.083420337 -1.03478228 -1.10561703
## Hlil_205       0.997497939  0.43440697 -1.934778226  1.86248070  0.10480935
## Hlil_207      -1.026251362 -1.72168285  1.232140324 -3.02344821  1.02523672
## Hlil_208       0.292895348 -0.59225840  0.800344849  1.56508466  0.13539981
## Hlil_209       1.044827357  1.80921333  0.915701042 -0.25029338 -0.02540450
## Hlil_210       1.096090687 -0.56693674 -0.751769807 -0.96779621  0.76015610
## Hlil_211       0.008542019  0.72934343 -0.408704794  0.09720236 -0.75963038
## Hlil_212       1.747917393 -0.17690808 -0.477738056 -0.58752685 -0.09181630
## Hlil_213       1.002905824  0.64269058  0.528015404  1.40407682 -2.58167091
## Hlil_214       0.084029546 -1.35539669 -0.093909837  1.61987880 -0.69443704
## Hlil_215       1.459968740  0.25757863 -0.433803617 -1.74217753 -0.56789514
## Hlil_216      -0.817658235  0.40740396  0.270644776  1.70350698 -0.73637099
## Hlil_217      -1.377703222 -0.53431296  0.811910916  0.50336136 -1.79601956
## Hlil_219      -1.902349864 -1.60094415 -1.004093553  0.80358062 -0.79211361
## Hlil_220      -1.626109272  0.60562304  2.291711405  0.07404138  0.04815796
## Hlil_221       0.739105078  0.74930541 -0.928586638  0.31348516 -0.57533862
## Hlil_224      -0.237785594  1.87753285  2.260199795  0.15452583 -0.24847988
## Hlil_225      -0.517439841 -1.07833121 -2.109324231  0.05754804  0.13484300
## Hlil_226       1.852694828  1.65889889  1.724243190 -0.56575042  1.49395892
## Hlil_228       0.280322712 -0.60605753  0.508288001 -1.62917864 -0.24635810
## Hlil_229      -0.094674491 -0.86700337 -0.988168562  0.74181187  0.83714256
## Hlil_231      -0.639114708  0.95767074 -2.852733765 -0.41853271  0.41352751
## Hlil_232       0.790448186 -0.75900320  1.170634861  1.04818222 -1.30382194
## Hlil_233      -0.740983562 -3.20919968 -0.550045801  1.49851174  1.72521351
## Hlil_235      -1.018110819  1.67394976  1.525841835  0.47610319  0.25182360
## Hlil_239       0.351085538  0.25761137 -1.609724498 -2.29280757  0.98047853
## Hlil_240      -0.113657240 -0.78823167 -0.258712282  0.06360000 -0.22988843
## Hlil_241       0.204249828 -1.13819669  0.417653811  0.04395530 -1.14070729
## Hlil_242       1.316904056 -2.48142214  0.464836544 -0.83132456 -0.99279380
## Hlil_243      -1.171552531 -0.18227048 -1.229959490  0.38634321 -0.10595539
## Hlil_244       0.493357966 -0.40109621 -0.131468380  0.24519818 -0.04217438
## Hlil_245       1.555598890 -0.30392407 -0.711673266 -1.65367434 -1.92031079
## Hlil_246      -1.320280344 -0.03005435 -0.145699228  1.99338003 -0.46335831
## Hlil_247       0.088723575 -0.47159931  3.515407882 -0.01239441  1.82539960
## Hlil_248       1.626550917 -0.50162933 -1.718630990 -1.35076264  1.83746688
## Hlil_NBG_351   0.518800066  1.75836140 -0.125027112 -0.05457621  0.46700954
## Hlil_NC_167   -0.435194526  0.12450847 -0.163050209  0.06063567  0.06707091
## Hlil_NC_170    0.050135180  0.43328417 -0.138288668 -0.03030986  0.11484582
## Hlil_NC_171   -0.369941226  0.34788325 -0.336154050  0.04681969  0.10418404
## Hlil_NC_172   -0.527232090  0.06482864 -0.113858898  0.27569079 -0.06112374
## Hlil_NTBG_260 -0.385734603 -0.66409294  0.711170982  0.33041063  0.82466679
## Hlil_W_222    -1.571831902 -0.03822278  0.846187784 -1.10533714 -2.30363902
## Hlil_W_223     0.470794432  0.08218123 -0.031420524  0.20471380  0.04614333
## Hlil_WBG_226   0.405916872 -0.88033773  0.688148509 -0.56238673  0.52410127
##                        PC36         PC37        PC38         PC39         PC40
## Hlil_130      -0.0167495646  0.551148380  1.10667610 -1.495180732  1.155104241
## Hlil_132      -1.5114648940 -0.773401780  1.58580785 -1.711170818 -0.990106946
## Hlil_137      -0.7005816608 -0.420075228  0.52243902 -1.254818804  1.808645714
## Hlil_143       1.2263074634  0.996630411 -1.86139843  1.594335697  0.577685835
## Hlil_145      -0.1921306726 -1.249345624 -2.18689377  0.770139164 -0.522887381
## Hlil_146      -1.6259536614  1.838688731 -0.39362062  1.408598697 -0.325030656
## Hlil_147      -0.6816438703  0.845097838  0.12243826 -2.010789383 -1.080779212
## Hlil_148      -2.6514366458 -2.173824369 -1.40680137 -2.052322587 -0.958526391
## Hlil_150       0.6728340458  0.222313674  0.35469583 -0.002145225  2.120043050
## Hlil_152       0.3080559259  0.038188131 -0.05465420 -0.927502422 -0.324834224
## Hlil_153       1.7689485261  1.148130386  0.20484833  0.967294021 -1.187149296
## Hlil_154      -0.1470342234  1.896306093 -1.31596807 -0.353183266  0.377213340
## Hlil_155      -0.4327773461 -0.736868988  1.21577115  0.212872515  0.827349299
## Hlil_156      -0.2718714582 -0.032892330  0.33217979  0.129335086 -0.702462694
## Hlil_157      -0.5917827476 -0.484015026  1.33236813 -0.892145716 -2.807358559
## Hlil_158       0.8770103191  0.817470966 -0.46595750  0.504998580 -1.381961112
## Hlil_159       1.6953122057 -0.842121297  0.47842086 -0.156808051  1.934231119
## Hlil_160       0.1423878566 -1.034859766  1.10426018 -0.708409745  0.361672099
## Hlil_161       0.0376382162  0.305223572  1.18337140  0.042591440  0.405497972
## Hlil_162       0.6808258522  1.875064389 -0.53490789  1.857405931 -2.258199233
## Hlil_163       0.0004791196  0.298595001  0.26105843 -1.942266776 -0.003082964
## Hlil_164      -0.0706591290  0.907948231 -0.79960059 -2.379755369  0.690048029
## Hlil_165      -1.3666446730 -0.419510319 -0.17883838  1.125046901 -0.814475273
## Hlil_166      -0.0278945280 -0.460830238  2.86544052 -0.807431045 -0.982424923
## Hlil_168      -0.3932912102  0.429314270 -0.57771162 -0.459083707 -1.127672478
## Hlil_169      -0.4892228892 -0.086548548 -0.06506672 -0.001667049 -1.001843005
## Hlil_173       0.2075680070  0.140971486  0.37545838  0.130709242 -0.079038118
## Hlil_174       0.0733194267 -0.043960402  0.20734223  0.286822343  0.049000682
## Hlil_175       0.4398267351  0.309248996  0.38514130 -0.411035505  0.383564600
## Hlil_176       0.4421074462 -0.092893479  0.12520806  0.121121470  0.103818973
## Hlil_177      -0.6470679091  0.498183152  0.14959995  0.378708243  1.541629533
## Hlil_178       0.3266730310  0.234068148 -0.11602599 -0.339372862 -0.049475157
## Hlil_179       0.0992542337  1.146888482 -0.75827009  0.074061645 -0.936539585
## Hlil_180       0.8248096555  1.554989624 -1.38133389  0.470330543  2.021830349
## Hlil_181       0.8873177683 -1.142103696  0.99251008  0.324927047 -0.894929259
## Hlil_182      -1.3526427637  0.134124129 -1.22074775 -0.095135087  0.440620880
## Hlil_183       0.4392489522 -2.871823140 -0.09052003  1.343410331  1.828232083
## Hlil_184       0.3388310487 -0.019695926 -0.50835288 -0.785782307 -0.169132504
## Hlil_185       0.1473349853 -0.552851871 -0.38322789  1.474229382 -1.363339188
## Hlil_186      -0.7500375095  2.209811538 -0.09599423  0.170397549  1.870002384
## Hlil_188      -0.0613882794  1.511919118  1.48700818  1.817054947  0.036729193
## Hlil_189       0.2487189453  0.835107954  0.39983551 -1.447368320 -1.736147614
## Hlil_190       0.4712912415  0.381100712  0.22411605 -0.742394958  0.032422809
## Hlil_191      -0.0607864908 -0.518343133  0.59458915 -1.341315538  0.301359387
## Hlil_193      -1.1716072475  0.044272279 -1.54818054 -0.897082827  0.042324419
## Hlil_195      -0.5273852748 -2.206023359 -0.79807818 -0.201276369 -0.018299656
## Hlil_196       0.5924019934  1.376705586  1.52158889 -1.196262464 -0.955194300
## Hlil_197      -0.0438441835 -1.414131857  0.19364404 -1.413641359  0.691529232
## Hlil_198      -0.6203110825  0.207887114  1.83177115  1.558537777 -0.012471261
## Hlil_199      -1.7765239526 -0.557016870  1.07909154 -0.115018457  1.432390560
## Hlil_200      -0.1753601051 -0.452031889  1.71441056  1.481197931  0.927745833
## Hlil_201      -1.8218823353  0.411458852 -1.34769271  0.515206345 -0.528984695
## Hlil_202      -0.0799786271 -0.234163593 -0.24851091  0.551364267 -0.622039466
## Hlil_203      -0.3652627693 -0.020809266  0.16870804 -0.700610821  0.172686803
## Hlil_204       0.6616508901  0.331199054  0.17079381  1.256044128  0.471152017
## Hlil_205      -0.5477354202 -0.958148990 -1.52856730 -0.236629826 -0.134989136
## Hlil_207      -1.6079695693  1.376226460 -1.16448374 -0.837434349 -0.884669815
## Hlil_208      -0.8817930541 -1.129846839 -0.77525128  0.476048316 -0.281656707
## Hlil_209       0.2933026057 -1.209159244 -0.11361054  0.449717990  0.554296208
## Hlil_210       1.2596540265  0.953165616  0.38983098 -0.464453565  0.465266020
## Hlil_211       0.8256626381 -1.344567331  0.06785266 -2.099861853 -1.300291543
## Hlil_212       1.7734688341 -0.780342700  0.66544168  1.339647892  0.086153002
## Hlil_213      -2.1333881031 -1.221408295 -0.48265724  2.806423635 -0.013155426
## Hlil_214      -0.7585127935  0.111606103  0.04764969 -0.013415579  0.636836212
## Hlil_215      -2.9574735084  0.320947785  2.48476941  1.825881086 -0.929880407
## Hlil_216       0.6435492210 -1.449072161 -0.83566986  1.160263759 -1.852629205
## Hlil_217       0.2277889149 -1.866232198 -0.46242746  0.112219702  0.521028824
## Hlil_219       0.8137510943 -1.129808067 -0.89761261  0.501033548  0.249689523
## Hlil_220       0.4517388209  0.100324717 -0.77199586 -0.308262776 -0.125541514
## Hlil_221      -0.5607757337 -0.446845526 -1.24875646 -0.757975859  0.140546401
## Hlil_224       0.9257368959 -1.742010687 -0.36933213  0.885296408  1.488770038
## Hlil_225       0.5586267185 -1.043744179 -1.33777836  1.970407336  0.595295385
## Hlil_226       0.6422872680  1.574098378 -2.12164867  0.364567451  0.463330637
## Hlil_228       0.2835971898  0.192041817 -1.38524112  0.242147949 -1.170703707
## Hlil_229       1.1585132999  1.266153095  0.13428754  1.211514828 -1.142616796
## Hlil_231       1.9864343093  0.985537395 -0.30199700 -0.520796849  0.272489692
## Hlil_232      -0.9838472326  0.127606201 -2.58367864 -1.740264657  0.589902049
## Hlil_233      -0.1466190383 -0.117921979  2.93102433  1.132019609  0.678569425
## Hlil_235       3.0466380360 -2.333675883  0.67764113 -0.494751558 -0.809341301
## Hlil_239       2.5557149036 -0.030436405 -1.47080335 -0.612741264 -0.397458953
## Hlil_240       0.2830828362 -0.555891699  0.13839960 -0.874640483  2.623186023
## Hlil_241      -2.3473898990  0.449088259  1.02564214  0.549233416  1.897433267
## Hlil_242       1.1964686515  1.618721491 -0.17278130 -0.612701311  2.251234704
## Hlil_243      -0.5140374766  1.763294833  0.45135749 -0.805507249 -0.363068350
## Hlil_244       0.3589859592  0.745328215 -0.35368663  0.196871930  0.188890745
## Hlil_245      -0.9685880442  1.368027025  1.30329855 -1.281221478  0.080232436
## Hlil_246       0.5883850987  0.847206334  0.69359759  0.328532039 -0.534571855
## Hlil_247       0.6231762549  0.572609424  0.56624309  0.288130476 -1.727599781
## Hlil_248      -0.9957710841 -2.446583671 -0.36349563 -0.082435952 -0.658690697
## Hlil_NBG_351  -2.3903947302  1.026710774 -0.93267844  1.360528384  1.010403290
## Hlil_NC_167    0.3003811691  0.076627180  0.09408319  0.045334381 -0.197195526
## Hlil_NC_170    0.1392728221  0.005852394  0.03046066  0.058730259  0.204458333
## Hlil_NC_171    0.2727956132 -0.036523856  0.24902099  0.237584538 -0.315044817
## Hlil_NC_172    0.2275887018  0.081027281 -0.06958946  0.170427781 -0.296064475
## Hlil_NTBG_260  0.7102417938 -0.056847273  0.54543024  0.653970469 -0.529592135
## Hlil_W_222     1.8501927919  0.090145682  1.15778128 -0.745798593  0.694696839
## Hlil_W_223     0.2886655233  0.338579447  0.41890473 -0.040364947  0.113638076
## Hlil_WBG_226   0.5236575086 -0.749773228 -0.28121242  0.436961316 -0.911730270
##                        PC41         PC42          PC43          PC44
## Hlil_130       1.052096e+00  0.485275662 -0.6147791705  4.077124e-01
## Hlil_132       2.824757e-01 -0.143160558  1.0998880506  1.629012e+00
## Hlil_137      -2.867502e-01  1.381155341 -0.7530630130  1.363260e-01
## Hlil_143      -2.261552e-01  0.945120214 -0.0025902567  1.632624e+00
## Hlil_145       4.103740e-01 -1.635693208  0.2958963732  9.239414e-02
## Hlil_146      -9.229368e-01  1.470014456 -1.6005610079 -1.593261e+00
## Hlil_147      -9.279948e-01  0.716731281 -2.2185262449 -6.160730e-01
## Hlil_148      -9.045647e-01  0.897322360  0.1011406560 -8.806122e-01
## Hlil_150      -7.080446e-01 -1.882757563  2.3832746166  6.757457e-01
## Hlil_152       1.091674e-01 -1.388424502 -0.2276068479  1.167963e+00
## Hlil_153      -8.030720e-01 -0.047109789  1.4113429210  1.502536e-01
## Hlil_154      -1.329406e+00 -1.463763587  0.5024696058 -5.309868e-01
## Hlil_155      -5.985992e-01  0.757380464  0.0878916998 -3.234127e+00
## Hlil_156      -1.014454e+00  0.427455432  0.3692582972  1.418224e-01
## Hlil_157       1.131233e-01  0.127471312  0.8309958552 -1.369865e+00
## Hlil_158      -1.216885e+00 -0.483116996  0.4424411325 -8.401897e-01
## Hlil_159       4.423576e-02 -0.018724636 -0.5835245569 -9.495268e-01
## Hlil_160      -2.524966e-02 -0.781724434 -0.3723277677  4.407613e-01
## Hlil_161      -2.315756e+00  1.205408691  0.2252906620  1.492252e+00
## Hlil_162      -2.867759e-01  1.506798408 -0.1355181268 -4.672946e-01
## Hlil_163      -8.666182e-03 -1.198227374 -0.6160348267  9.682472e-01
## Hlil_164      -2.731219e-01  0.347656644 -1.5613861174 -2.353185e+00
## Hlil_165       2.154368e+00  1.223401048  0.3107277298 -1.107154e+00
## Hlil_166      -3.846960e-01 -0.258679117 -0.3283495155 -6.228452e-01
## Hlil_168       7.356472e-01 -1.905536747  0.2205881125  1.048091e+00
## Hlil_169       1.346772e-01 -0.712498789  0.3459419067 -1.309819e-05
## Hlil_173       1.135537e+00 -0.093550943  0.2109002182  4.144075e-01
## Hlil_174       1.125336e+00  0.021818372  0.3073958209  5.981384e-01
## Hlil_175       8.031364e-01  0.253567294  0.1337553285  5.453934e-01
## Hlil_176       3.931795e-01 -0.032747255 -0.0905793055  5.889919e-02
## Hlil_177      -2.555725e-05  1.051464186 -0.1787831504  1.951012e+00
## Hlil_178       4.017946e-01 -0.162955781  0.0963239248  3.331253e-01
## Hlil_179      -3.605923e-01 -0.357839314  1.2941002709  2.378152e-01
## Hlil_180      -1.136413e+00 -1.655179032  0.4929333788 -1.074224e-01
## Hlil_181       1.494333e+00  1.036747279  0.5594870806 -9.891639e-01
## Hlil_182       1.122563e+00  0.109334742  2.0839569302 -5.035827e-01
## Hlil_183       3.273405e-01  2.243808543  1.6529752661 -1.299280e+00
## Hlil_184      -6.629939e-01  0.760299431  0.6667207965  6.334262e-01
## Hlil_185      -6.319032e-01  1.716666377  0.5302102084 -4.696797e-01
## Hlil_186       1.906580e+00  0.325656236 -0.6026107716 -5.062687e-01
## Hlil_188      -1.491206e+00 -1.527888714 -0.0398488844  3.163664e-01
## Hlil_189       8.694326e-01  0.180530880  0.7892901999  6.971667e-01
## Hlil_190      -4.174461e-01  0.639622357  1.9733854658  7.175128e-01
## Hlil_191       1.984918e-01 -0.556578700  0.7932880261  1.109312e+00
## Hlil_193      -5.481216e-01  0.137461606  0.6268447767 -3.144198e-01
## Hlil_195      -1.244036e-01  0.074892151  0.0002121441  1.290117e+00
## Hlil_196       3.473284e-01  0.520166187 -0.9438978356  8.504038e-01
## Hlil_197       1.364130e+00  0.136401730  1.4040942427  8.294597e-01
## Hlil_198       1.511717e+00 -0.529570156 -1.5994626761  2.804349e-01
## Hlil_199       4.444280e-01  0.643118937  0.9207288890  1.155537e+00
## Hlil_200       1.238094e+00 -0.671414363 -0.5692456799 -3.425840e-01
## Hlil_201      -1.114664e+00 -0.643204904 -0.1327700858  5.772714e-01
## Hlil_202       1.626675e+00  0.367237656  0.0077527184 -3.868171e-01
## Hlil_203      -6.020753e-01 -0.624421558 -0.3500684465 -7.241829e-01
## Hlil_204       6.398880e-01 -0.180881443  1.7035952094 -1.649697e+00
## Hlil_205       3.491993e-01  0.907388545  0.8148074372 -2.286006e+00
## Hlil_207       1.107537e-01  1.588743503 -1.1279457933  2.097078e-01
## Hlil_208       1.064322e-02  0.888458390  0.3783282495 -2.380912e-01
## Hlil_209       1.170490e+00 -1.182892837 -1.3762183060  1.704293e+00
## Hlil_210      -3.076094e-01  0.137117795  1.3341355993 -9.502638e-02
## Hlil_211       4.026894e-02 -2.094429818  0.4542654120 -2.257019e+00
## Hlil_212       4.796509e-01 -0.278077190 -2.2576798591 -9.224909e-01
## Hlil_213      -1.108653e+00  0.678883460  0.0416718741  8.567518e-01
## Hlil_214      -9.435094e-01 -0.198739293 -0.4177280019 -1.063052e+00
## Hlil_215      -1.369490e+00 -0.420527791  2.0736764544  6.715627e-01
## Hlil_216       1.779986e+00 -2.198887403  0.2704002084 -7.098673e-02
## Hlil_217       1.463295e-02 -3.432425486 -2.0632859511 -1.687568e+00
## Hlil_219      -8.094780e-03  1.309501570 -0.8211584246  3.975153e-01
## Hlil_220       4.656788e-01 -1.032894680  0.1329619347 -2.440227e-01
## Hlil_221      -5.594561e-02  0.934021861 -0.3774206144  1.534638e+00
## Hlil_224      -1.908885e+00  0.981861858  0.2123665940 -3.302982e-02
## Hlil_225       3.715015e-01 -0.352734262 -1.7287515046  2.452622e+00
## Hlil_226       2.260196e+00 -0.549522705  0.3358912043 -9.389663e-01
## Hlil_228       6.361337e-01  1.076213889 -0.7826136344 -3.479384e-01
## Hlil_229       1.580853e+00  0.878177440 -1.5972372961  8.274086e-01
## Hlil_231      -2.566439e+00 -0.180208653  1.1436597953 -8.944961e-01
## Hlil_232       4.142079e-01  1.004522992 -0.3629516432  1.181316e+00
## Hlil_233      -9.602043e-01  0.660547584 -0.7280256956 -2.994037e-01
## Hlil_235      -7.699293e-01  1.655687178 -0.0350420480  4.279142e-01
## Hlil_239      -2.541096e+00  0.380084398 -1.8223027160  6.233788e-01
## Hlil_240      -5.242901e-01  0.493279687  0.4651780562 -5.352169e-01
## Hlil_241      -4.733248e-01 -1.704497586 -2.2650541131 -1.447062e+00
## Hlil_242       2.500724e-02  0.458299814  0.1022097513 -1.402068e-01
## Hlil_243       1.874889e+00  0.509556128 -0.8930727963 -1.511093e-01
## Hlil_244       1.451556e-01 -0.277699849  0.9474904880 -9.224019e-01
## Hlil_245      -7.046564e-01  0.088845242  0.0259450604  1.128479e+00
## Hlil_246      -5.309111e-01  1.483021885 -1.2256014059 -4.234609e-01
## Hlil_247      -1.582031e+00 -0.835556006 -0.1116442163 -1.726580e-01
## Hlil_248      -1.867006e+00 -0.872049423 -2.4400648582  9.772425e-01
## Hlil_NBG_351  -3.656703e-01 -1.265255359  1.0178730033 -4.160462e-01
## Hlil_NC_167    6.443176e-01  0.016896343  0.1565927501  4.230467e-01
## Hlil_NC_170    9.045765e-01  0.092000003 -0.4991241683 -5.806491e-04
## Hlil_NC_171    6.040667e-01 -0.036887958  0.2584159178  2.804577e-01
## Hlil_NC_172    5.659671e-01 -0.245771723  0.0164416830  3.364060e-01
## Hlil_NTBG_260 -1.893470e-01 -1.398643326  0.1996513214  1.044792e+00
## Hlil_W_222     1.548088e+00  0.410289395  0.6570774194 -1.175711e-01
## Hlil_W_223     9.426082e-01  0.005908994 -0.1416497764  2.041108e-02
## Hlil_WBG_226  -8.249560e-01 -0.835942413  0.6819683813 -1.143058e-01
##                      PC45        PC46         PC47         PC48        PC49
## Hlil_130       0.22346783 -1.75077367  0.553143587 -0.631578170 -1.39299088
## Hlil_132      -0.92101464  1.64404571  1.130274449 -0.331112909  1.03644027
## Hlil_137      -0.70027995 -1.29583711  0.190046596  0.822448149 -1.02141575
## Hlil_143       0.53897990 -0.52975376 -1.899910273  1.355132421 -0.05978584
## Hlil_145      -1.97808666 -2.12070326  0.860413225 -0.554068577  0.64324045
## Hlil_146       0.26930805  1.00032812  1.716525310 -1.408319466  1.11060620
## Hlil_147      -0.14191420 -1.71871706  0.441257533  0.912327331  0.23519868
## Hlil_148       1.81670044  0.20894305 -1.298776992  0.417093859 -0.03247882
## Hlil_150      -0.07938905  0.06675891  0.600264555 -1.688161896  1.35947402
## Hlil_152       0.50698551 -0.08779067  0.702862278  2.392896859  1.44697443
## Hlil_153      -1.26480996  0.68573045  0.188917779 -1.109411502 -0.12632908
## Hlil_154       1.96516614 -2.04095558 -1.702145757 -1.816242448 -0.47007261
## Hlil_155       0.07910872 -0.77826255 -0.770173610 -0.802036983  0.08564162
## Hlil_156       0.90669306  0.69996701  0.106089997  0.862798917 -0.32131901
## Hlil_157      -1.69065075 -2.59681933 -0.172026069  1.071518430  0.89108787
## Hlil_158       0.72619557  1.21174423  0.583710799  0.286141340  0.21720595
## Hlil_159      -0.51314143 -0.93821971  0.067975156 -0.683739735  0.89908590
## Hlil_160       0.70984194  0.41128518 -1.620894734  1.303246566  1.02796663
## Hlil_161       0.19179488  0.20327772  0.098809350  0.001433719 -0.84554236
## Hlil_162      -0.69916939  0.52873448  1.169282580 -0.049239259 -0.18417070
## Hlil_163       0.83891828  0.78985608 -0.146677615  0.142850332  0.87844882
## Hlil_164       1.02056162  0.48758479 -0.090242475 -0.969224564 -1.58758954
## Hlil_165       0.29588920 -0.07130954 -0.488720596 -0.920691052  0.89933361
## Hlil_166       0.48465756 -1.48917000  0.391778795  0.408046519  0.28818539
## Hlil_168       0.74319444 -0.66779110 -1.020029656 -1.717741215  0.58735103
## Hlil_169       0.60093247 -0.22154521 -1.002919699 -0.539190082  0.72268192
## Hlil_173       0.09449080  0.37338017 -0.355679744  0.210488418  0.04991079
## Hlil_174       0.07724487  0.38761077 -0.255191819  0.482914488  0.16626018
## Hlil_175       0.07713497  0.37743717 -0.370119032  0.168080739 -0.16119600
## Hlil_176       0.20844264 -0.03814747  0.053824059  0.208325597 -0.16892846
## Hlil_177      -1.44997404 -0.63278317 -1.396520914 -0.356203202 -0.87336025
## Hlil_178       0.20361742 -0.12516721 -0.332922560  0.171299035  0.19243695
## Hlil_179      -0.28509582 -0.36681082  0.700225547 -0.197872633 -1.67063206
## Hlil_180       0.71510791  1.36481510 -1.352891265  1.257382100 -0.58563475
## Hlil_181       0.38880115  0.53081301 -0.206155404  0.349674415 -0.25041808
## Hlil_182       1.29967715  1.19977578  2.101753818 -0.933998755 -1.24555967
## Hlil_183       0.24699175 -1.50456777 -0.945527146  0.542392252  0.54932685
## Hlil_184       0.36223782 -0.10451100  0.665647461  0.134538080  0.45426602
## Hlil_185      -0.02636700 -0.01117370 -0.959075814 -0.874292424 -0.65846268
## Hlil_186       0.53934456 -0.21281467 -0.434817499  1.109473573  0.17947106
## Hlil_188      -1.44255238 -0.46776156 -0.583259412 -0.555110788  0.51360373
## Hlil_189      -0.50766775  2.15422344 -0.652256193 -0.500660529 -1.83807938
## Hlil_190      -1.53972845  0.03017791  2.918652137  0.364250942  0.81040295
## Hlil_191       0.62949839  1.07110062 -0.624993139  1.296888918 -0.30310324
## Hlil_193      -0.43223956 -0.34219201 -1.090337523  0.655431435  0.13348714
## Hlil_195       0.10342471 -0.41646018 -0.515605002 -1.101778475 -0.10660072
## Hlil_196       0.25210221 -0.77493484 -0.957456133 -0.773732513 -0.26333103
## Hlil_197       0.31375068 -0.50821209  0.309888200 -0.595544063  0.21794292
## Hlil_198       0.59475945 -0.21345572  1.039859671 -0.459081921  0.09794749
## Hlil_199      -2.14142135  0.44355545  0.936697678  1.982428066 -1.79550036
## Hlil_200      -0.40091971 -0.05282172  1.025631151  0.136975716 -0.18437007
## Hlil_201      -0.55335054 -0.24010555  0.173754804  0.354957393  0.93967886
## Hlil_202      -0.93198642  0.26839405 -2.072155259  0.210876971 -1.28249376
## Hlil_203       0.77706473  0.33254679  1.996526378 -1.821517141 -0.78378374
## Hlil_204      -1.70073000 -1.71134151  0.129313746 -0.903711321 -1.32251718
## Hlil_205       0.44422640  1.09068522 -0.539555691  0.332309055  1.91451478
## Hlil_207      -0.76480302  0.47447115  0.188367122  0.386700803  0.45952019
## Hlil_208      -0.26818360  1.29438743  0.187807024  0.210036911  0.80348877
## Hlil_209      -1.61956602 -0.01355707 -0.524222380 -1.157309730  2.93015291
## Hlil_210       1.16969706  1.34082294  0.041353945 -1.594994796  1.11279470
## Hlil_211       0.66826285 -0.23997150  0.574216996  0.792545498 -0.29591952
## Hlil_212      -1.21790110  1.48520823 -1.807877289  0.357270243 -2.03640341
## Hlil_213       1.57715493  0.66443519  0.614649259  0.869164326  0.72135507
## Hlil_214      -0.34250273  0.06655765 -1.469601962 -1.057823156 -0.65238587
## Hlil_215       1.67123046  0.51240936 -0.537560415  0.218822426 -1.95150198
## Hlil_216       0.72088381  0.31241755 -0.336414971  1.342472586 -0.19251647
## Hlil_217      -1.09146484  2.24066903  0.732259299 -0.880546323  0.41615424
## Hlil_219       0.91983859  0.18593760  1.616222941  1.625520656  0.14354055
## Hlil_220      -2.47095237  1.27540330 -0.144483039  0.652399079 -1.10294833
## Hlil_221      -2.05506790 -1.42043407  0.675645865 -1.365308139  0.25903003
## Hlil_224       0.30023834  1.81490199 -1.099493483 -0.552825553  0.81895124
## Hlil_225       2.20775487 -1.69388708  1.338145225  0.160606300 -1.05237318
## Hlil_226       0.57730352 -0.40225519  1.752142407  0.906913196 -2.26005104
## Hlil_228      -1.55948633 -0.37733465 -0.317950020  0.934108997  1.31566977
## Hlil_229       2.30135793  0.50331850 -0.222290884 -0.593214169  0.99588504
## Hlil_231      -1.56725854  0.11708963 -1.111941488  3.316685721  0.08440957
## Hlil_232      -0.34366930 -0.46779655 -0.773264176 -1.463810186 -0.67083904
## Hlil_233      -0.60899597 -0.55931429 -0.690438265 -0.762762443  0.09264377
## Hlil_235       1.92116727 -0.91084276  0.761216242 -0.156235397 -0.25296913
## Hlil_239       0.04718466 -0.64707370  1.492587699 -0.029119331 -0.37827798
## Hlil_240      -0.16052157  1.35288707  0.758291079 -1.660714731  0.42626403
## Hlil_241       1.01123496 -0.88112543  1.402191361  2.207734719  0.10204246
## Hlil_242       0.21191432  0.38672399 -0.247667320  0.912585725  1.60730366
## Hlil_243      -0.63166192  0.89917608 -1.617098320 -0.292219533  0.97004224
## Hlil_244      -0.06191757 -1.66866328  0.644967130 -0.313130470 -0.04211822
## Hlil_245       0.63909025  0.33456350 -0.005766503  0.569641554  0.73890254
## Hlil_246      -1.30847002  1.65257089  1.587565565 -0.367233009  1.14377592
## Hlil_247       0.73706083 -1.37793200 -1.062621038 -0.724267217  0.86378776
## Hlil_248      -1.45408315  1.29450709 -0.462799052 -1.089586824 -2.87990510
## Hlil_NBG_351  -0.45888683 -0.63910140 -0.098504081  0.282930576  0.68607372
## Hlil_NC_167    0.14225273 -0.07997064 -0.185550380 -0.009938014 -0.08396320
## Hlil_NC_170    0.01632032 -0.37664171  0.237495999  0.404998419 -0.08165301
## Hlil_NC_171    0.21157121  0.15380248 -0.243157109  0.073893157  0.09330788
## Hlil_NC_172    0.12850284  0.08900300 -0.370658922 -0.028112629  0.12671662
## Hlil_NTBG_260  0.25368651 -0.89739013 -0.264466128 -0.292003752 -0.28813975
## Hlil_W_222     0.83598497  0.29893199  0.282193919 -0.340884683 -0.94862317
## Hlil_W_223    -0.10107600  0.72942754  0.208092498  0.382738222 -0.03928150
## Hlil_WBG_226  -0.02904865 -0.35819342  1.502326036  0.473910963 -0.71444929
##                        PC50         PC51         PC52         PC53
## Hlil_130      -0.5328946330  0.811557356 -0.778062825  1.845508594
## Hlil_132       0.8268309473 -0.686749191  0.626578527 -0.882382556
## Hlil_137       0.3977868395 -2.049081020  1.306248429  0.229504136
## Hlil_143       0.2509153490  1.236235587  0.816626657 -0.005313639
## Hlil_145      -0.7077836688  1.074195729  0.828511017 -1.629283958
## Hlil_146       2.3043374657  2.836316409 -0.960519228  1.854045138
## Hlil_147      -1.1618141554  0.751007476 -1.202310000 -0.054760004
## Hlil_148       1.4979942251 -0.360307028 -1.819973402 -0.266407024
## Hlil_150      -0.1977647938 -0.932952814 -0.714043477  1.464931500
## Hlil_152       1.1226647710 -0.999088701  0.921017696  0.786505724
## Hlil_153       1.0740482903 -0.348662881 -1.071330329  0.702638108
## Hlil_154       0.0960557653 -0.642568740  0.284529296 -0.128351408
## Hlil_155      -1.1037235683 -1.151998512 -0.647475708 -0.234991142
## Hlil_156      -0.9373056947 -0.297485801  0.105735875  1.283399085
## Hlil_157      -0.0500126184 -0.205268361 -0.769115734  0.068496704
## Hlil_158      -0.5301325329  0.411161249  0.287195278  0.690533476
## Hlil_159       1.2857212013  1.994574719 -0.993283134 -0.873990370
## Hlil_160      -0.6972032500 -1.093529003 -0.725334286  2.050867111
## Hlil_161      -0.4346696799 -0.126577570 -1.282657926 -0.820533409
## Hlil_162      -1.7025163859 -2.567284416 -0.322097021 -1.396641689
## Hlil_163       1.4451003381 -0.501403200  1.424377437  1.405727886
## Hlil_164      -0.3406946064  0.547384695  0.469563949 -0.709463147
## Hlil_165      -0.3667436157 -1.518389335 -0.460504008 -0.357713663
## Hlil_166       0.6916977985  1.066121857  1.547313270  1.667607306
## Hlil_168      -0.1992943370  0.486695431 -0.170346277  0.007710662
## Hlil_169       0.1746252932 -0.152836511 -0.106774240 -0.453383496
## Hlil_173       0.2657725378 -0.075900723  0.434323335 -0.859712792
## Hlil_174       0.4890522876  0.011957326  0.212802321 -0.956508671
## Hlil_175       0.5396350423  0.290697175 -0.137913867 -0.905232124
## Hlil_176      -0.6702945114 -0.019791621  0.471947607 -0.911337903
## Hlil_177       0.2321011020  1.929252263 -1.047335276  0.332732537
## Hlil_178      -0.4316018206 -0.109784537  0.252074421 -0.293639769
## Hlil_179      -0.3787260580  1.622876406  1.952296026 -0.402744503
## Hlil_180       0.8940485295  0.139802560 -1.070256376 -0.571154273
## Hlil_181       0.3169317891  0.105548865  1.169122896  0.226592640
## Hlil_182      -1.8974017417 -0.204539150  0.840056182  2.183428297
## Hlil_183      -1.8760237501  0.158394656 -0.715030001  0.248131589
## Hlil_184       0.2261374870  1.258019410  1.192765445 -0.242305611
## Hlil_185       0.8304285441 -0.418573326  0.342150719  0.893835721
## Hlil_186       0.4437174560 -0.469907747  1.202461608 -0.106439892
## Hlil_188      -0.0657307349 -1.526289446 -1.613711991  1.398467685
## Hlil_189       0.1228050138  0.108860703 -1.341507558 -0.436817004
## Hlil_190       0.0374126417  1.274160023 -0.764701267 -0.579443513
## Hlil_191      -1.9910134629  0.059678290 -1.266629401 -0.868428759
## Hlil_193      -0.2308260992  1.001624023 -0.520085273 -0.934189547
## Hlil_195       0.7195332935  1.023764057 -0.356690852  0.234515191
## Hlil_196      -1.0808365948  1.612912726 -0.159856104  0.003999691
## Hlil_197       1.3429899986 -1.397202786 -0.022383682  0.509800945
## Hlil_198      -0.9371511635  0.972146376  0.078844402  0.816748552
## Hlil_199      -0.9454404596  1.493817414 -0.413658661  0.330561826
## Hlil_200       0.7394938790 -0.010827474  1.027069177 -0.212075868
## Hlil_201       0.1927773768 -0.361626115 -0.484153026 -0.271791174
## Hlil_202       0.8267581712  1.196134712 -0.095628242 -0.345444423
## Hlil_203       1.9771895745 -0.801530044 -0.301266280 -0.900145288
## Hlil_204       0.1930433336 -0.595096506 -0.053105401  0.692724114
## Hlil_205      -1.7234281430  1.371197103  0.654643243  1.282996246
## Hlil_207      -0.1060183025 -0.226592877 -1.143775213 -1.746901751
## Hlil_208       1.3966136674 -0.876130190 -0.224885987  1.018592730
## Hlil_209      -2.4026581181 -0.495087698 -0.269291554 -0.711889648
## Hlil_210      -0.5308506073  1.710361121  0.738787474  1.042117920
## Hlil_211       0.3804288790  0.525877870  0.892047770 -0.976906392
## Hlil_212       1.9723670775 -0.078289290  1.123997822 -0.823664462
## Hlil_213       0.4309045715 -0.605960353  2.995178605 -1.474186977
## Hlil_214      -0.1295826454 -0.718647670  1.389590819  0.498227113
## Hlil_215       0.2337982104  0.007720248 -1.118387463 -1.075763941
## Hlil_216       0.5723739699  0.297383328 -1.137646286  1.289380607
## Hlil_217      -0.7663696209  0.303717959 -1.241168624 -0.974804186
## Hlil_219       1.2343897884  0.164682966 -1.657214922  0.100977986
## Hlil_220       1.7376165487 -0.461029550 -0.050144142  1.049271322
## Hlil_221       1.3919442536 -1.146196706  0.491631385  1.442250788
## Hlil_224       0.4300644439 -0.080789830 -0.223600207  0.874493577
## Hlil_225       0.4683113381  0.176111360 -1.617117742  0.137736781
## Hlil_226      -0.8106614118 -1.649390924 -1.388887177  0.634513342
## Hlil_228       0.6446322616  1.012223546 -0.248527007  0.949772694
## Hlil_229      -1.2769522958  0.303988179 -0.005464840  0.107737138
## Hlil_231      -0.8057751931  0.008305784  1.147556749  0.411386583
## Hlil_232      -0.0004046954 -1.081320378  2.287774590  0.233759449
## Hlil_233       0.6847650598 -0.286734706  0.772075291 -0.836239505
## Hlil_235       0.3573057880 -0.908926572 -0.660790826 -0.304884240
## Hlil_239      -0.8354254738 -0.722473483  0.506249631  0.167226734
## Hlil_240      -0.2677619339  0.747047715 -0.215682738 -2.887073200
## Hlil_241      -0.0053987324 -0.208955865  0.109365895  0.269930860
## Hlil_242       0.2153498381 -1.326781073 -1.074137604 -0.012467150
## Hlil_243       0.3929965490 -0.687805191 -0.998124001  0.523302083
## Hlil_244       1.1843216915 -1.687039688 -0.761102410 -1.267358830
## Hlil_245      -0.4885209311 -0.406312617 -0.009361605 -0.475751086
## Hlil_246      -0.8168660145 -0.892875241  1.214852656  0.202547520
## Hlil_247       0.0725964600  0.308049171 -0.080677169 -0.555374464
## Hlil_248      -2.6451095682 -0.589356420  0.192930700  1.713271278
## Hlil_NBG_351  -0.5750393739  1.078069302  0.711770382  0.294134160
## Hlil_NC_167   -0.4640716206 -0.037090441  0.284264693 -0.712289733
## Hlil_NC_170   -0.3631903541 -0.182618071  0.246156408 -0.833202002
## Hlil_NC_171   -0.5726744166 -0.158725819  0.408676013 -0.781590459
## Hlil_NC_172   -0.5172598293 -0.275026869  0.261775245 -1.000045178
## Hlil_NTBG_260  0.3182711172  0.056433955  1.535307090 -0.385761824
## Hlil_W_222    -0.5967255882  0.534877437  0.435624075  0.358282914
## Hlil_W_223     0.4235214644  0.054214823  0.487341834 -0.598363740
## Hlil_WBG_226   0.0681654864  1.280250720 -0.167481570 -0.485778657
##                        PC54         PC55         PC56         PC57        PC58
## Hlil_130       1.0289432483 -0.437889578 -0.240151923  1.686856369  0.48408922
## Hlil_132       0.8387817079  0.580465540  0.803402570  0.920384339 -1.13739805
## Hlil_137      -0.2180248908 -1.271317680 -0.385361369  0.547868559  0.35833917
## Hlil_143      -1.0857789859 -0.102052037 -0.247258996 -1.782981365  1.15240366
## Hlil_145      -0.6088843511  0.517705871 -0.351298540 -0.080897209 -0.76789211
## Hlil_146      -0.2396462326 -0.174303520 -0.772049280 -0.406686511 -0.67788403
## Hlil_147      -0.5700521115 -1.378768608 -0.819122235  0.277609211 -1.21727255
## Hlil_148      -1.9522315453  0.354154230 -0.458341266 -0.227438828  1.21950298
## Hlil_150      -0.5004039647  0.517379471 -0.282385667  2.024215742 -0.13748363
## Hlil_152       0.0418079703 -0.951321964 -0.172090187 -1.527849382 -0.09477419
## Hlil_153       0.4166666790 -0.841559171  0.792108333  1.574356606 -0.28034633
## Hlil_154       0.3245402618 -1.190142643  0.211757098  0.199892834  1.21301211
## Hlil_155       0.7549949314 -0.021905044  1.272482880 -1.410364515  0.75993569
## Hlil_156      -0.5674317196  0.562755313  0.482248261 -0.478564817 -0.02493346
## Hlil_157      -0.0320125129 -0.841961422  0.684532473 -0.197374483 -1.20574764
## Hlil_158      -0.8439900897 -0.546998265  0.254436862 -0.033414700  0.31145409
## Hlil_159      -0.7434475078  0.985825531  1.089290530  0.079910660 -0.82188779
## Hlil_160       0.2262120076  1.474809637  0.535960650 -0.834832638 -0.40168014
## Hlil_161      -0.9900474933  0.099760059  1.264465215  0.555994533  0.52161979
## Hlil_162       0.0891708746 -0.978538836 -0.839777546 -1.240651040  0.13429746
## Hlil_163      -1.2581362672  0.396799199  0.159217146  0.042284562 -1.34913937
## Hlil_164       0.0004645173  1.479667927  0.639525650  1.017082864 -1.17850159
## Hlil_165      -0.4337204859  0.099345148  0.128263013 -0.266456980  0.10171880
## Hlil_166      -1.3258731373  0.890289676 -1.237578518 -1.404021281  0.03636058
## Hlil_168      -0.4229396129 -0.791183899  0.397758531 -0.520634293 -0.27621136
## Hlil_169      -0.7572482223 -0.458499130  0.331678328 -0.710589267 -0.66110172
## Hlil_173      -0.1127586176  0.028539075  0.456656269  0.244972996  0.13605173
## Hlil_174      -0.2761499772  0.055697211  0.617610398  0.128703431  0.28319092
## Hlil_175      -0.1588121413  0.215527324  0.654548104 -0.119221284  0.21921725
## Hlil_176       0.5914195742  0.392437187  0.015720234 -0.010144956 -0.23768635
## Hlil_177       0.4058400995 -1.318762058 -1.329930935 -0.046834271  0.40118496
## Hlil_178       0.5556057349 -0.082186692  0.358644249 -0.419641702 -0.17746085
## Hlil_179       0.0055601464  0.202617944  1.406707096  0.530691068 -0.01671055
## Hlil_180      -0.2119486756  1.027020742 -0.393489983 -0.007932219  0.23720666
## Hlil_181      -0.6165749274 -0.046925747  2.521457480 -0.133159573 -0.94682517
## Hlil_182      -0.2897823875  0.534680297 -1.592959792 -0.885927164 -0.49152699
## Hlil_183       1.1540738349 -0.326944423  0.350468498  0.147610384  0.78211404
## Hlil_184       2.8285945532 -0.195905449 -2.146590056  0.781745392 -0.40931756
## Hlil_185       0.1838391895  0.801313843  1.242101128  1.368691913  0.47626642
## Hlil_186       0.1357058200 -0.955791556 -0.192268742  0.207807012 -0.99195974
## Hlil_188      -1.1371821046  2.153893626 -1.040534972  0.123397055 -0.44096922
## Hlil_189      -1.6049321428  0.452561220 -0.590349715  0.414560935  2.71839941
## Hlil_190       0.8594924377  0.224060878 -0.006547388 -1.724231362  0.77216552
## Hlil_191      -0.3277810948  0.317240164 -0.610295679  1.337064467 -0.34469013
## Hlil_193       0.1789132409 -1.849131150 -0.385811992 -0.462671444  1.42731908
## Hlil_195       1.3687069271  0.541438906  0.818947860 -0.057873053 -0.40054335
## Hlil_196      -0.0370266682  1.194491615  0.414678891  0.181090515  0.87571155
## Hlil_197       0.0026802622 -0.634720497 -2.436322056 -0.181262494  1.45483444
## Hlil_198       0.8246507974  0.292459237 -1.128936688  0.053207572  0.37868564
## Hlil_199       0.5124972594 -0.111197810  0.123489237 -0.891783177 -1.33033375
## Hlil_200      -0.9528915236 -0.009348814 -0.274609012  1.662540762  2.78846806
## Hlil_201       0.3962212819  0.373489200 -0.235144978 -0.130562090 -0.31831792
## Hlil_202       0.1452750520  0.467438046  0.939273247 -0.491117713  0.57451931
## Hlil_203       1.3254521445 -0.542241905  1.092715208 -1.963401025  0.56076262
## Hlil_204       0.0998038779  0.522979221 -0.400924615 -1.616099084 -1.04955650
## Hlil_205      -1.2128705253  0.348987614 -0.823801431  2.009741897 -0.96708073
## Hlil_207       1.2400949576  2.311779674  0.774962982  0.624516492 -0.29183964
## Hlil_208       1.1927843273  1.868586210 -0.023924514 -0.047243056  0.95990791
## Hlil_209      -1.6791806005 -0.020500227 -0.148961204  0.097855176  0.87300608
## Hlil_210      -0.5237603132 -0.637686015  1.335056368 -2.003260671  0.79314569
## Hlil_211       1.1371120792 -0.248817310 -1.777264722  1.062189328  1.41644269
## Hlil_212      -0.0335435640  0.798721580 -2.608199698  0.242476071 -0.84999965
## Hlil_213      -0.2707099681 -1.200656146 -0.045993291  0.825659576  0.15478577
## Hlil_214       2.7093858607 -0.171452541 -0.521293830 -0.536717364  0.57647438
## Hlil_215      -0.1504776548  0.045355454 -0.549917242  0.395385244 -0.54653036
## Hlil_216       0.7890389362 -2.101989349  0.730324122  1.414047348 -1.50387858
## Hlil_217       1.2096889374  0.211685762  0.263916299 -0.801415820  1.58104417
## Hlil_219      -1.8501055639 -1.141956663  0.336489123 -1.154847858  0.05171202
## Hlil_220       0.4342314001 -1.481377982  1.140845327 -0.795697866 -0.83041090
## Hlil_221      -0.0257035271  0.248799859  1.544829344  1.111871291  1.28787742
## Hlil_224       1.2628121914 -1.231993355 -0.374135823  1.015772789 -1.13277953
## Hlil_225       1.1007507017  1.562440781  0.589018006  0.663187154 -1.06491667
## Hlil_226      -1.1412500766 -0.895558233  0.556120276  1.203171121 -0.07470459
## Hlil_228      -0.7648105925  0.356837700 -1.322355453  0.183499899  1.40137368
## Hlil_229       1.0855516146  0.540655052 -1.023430729 -0.700700325 -0.38726669
## Hlil_231       0.2993109644  1.717496740  0.325154373  0.458137815 -0.21757010
## Hlil_232      -1.3953606531  1.556459213  0.213769780 -0.716662004 -0.98545466
## Hlil_233      -1.7544994945 -1.735607562 -0.463458305  0.824009082  0.09883156
## Hlil_235       0.4217339141  0.669802267 -0.484221239 -0.665165312 -0.61867303
## Hlil_239       0.0155100147 -1.333690444  0.251041250  1.632083275  0.86449043
## Hlil_240      -1.9930402217 -1.255238477 -0.377307878  0.005116797 -2.60960861
## Hlil_241      -0.4755294180  0.547205845  2.329210534  0.351555589  0.84133279
## Hlil_242       0.8034511690 -0.722233740 -0.085328861 -1.919317360  0.20520820
## Hlil_243       0.9833056233 -2.140146364  0.013345350  0.992242388 -1.20548674
## Hlil_244      -0.7941141817  1.779720945 -2.428693462 -0.081308302 -1.51236318
## Hlil_245       1.6754216029 -0.462027373 -0.332151075 -0.120891150  0.26624830
## Hlil_246      -0.1522850292  0.410008569  0.393897270  1.000346494  0.59951357
## Hlil_247       0.5330030978 -0.478232984  0.318278700  0.216049301 -0.79207339
## Hlil_248      -0.5459055021 -1.017314234 -0.468662789 -1.799429091 -0.89037414
## Hlil_NBG_351   0.2971623471  0.037760443  0.283258690  0.252747525  0.50347729
## Hlil_NC_167    0.5834445084  0.253240356  0.085451252  0.062749705  0.07835297
## Hlil_NC_170    0.7171909567  1.106587142 -0.042712142 -0.387998164  0.33277982
## Hlil_NC_171    0.4042781136  0.258728186  0.516551638 -0.095596429 -0.06971638
## Hlil_NC_172    0.3937931200  0.247288728  0.360505632 -0.009555265 -0.24140792
## Hlil_NTBG_260 -0.4147628366 -0.053308671  0.526458341 -0.881816264 -0.32545393
## Hlil_W_222    -0.7711563435 -0.201787182  0.659369669  0.046622674  0.48135091
## Hlil_W_223     0.3726121333  0.121897580 -0.226880506 -0.090877710  0.19630440
## Hlil_WBG_226  -0.7328075458 -0.165716285 -0.909173444  0.273546120  0.56325026
##                      PC59        PC60          PC61         PC62        PC63
## Hlil_130       0.63058833  0.78478415  0.1293197016 -0.250520159  0.34001230
## Hlil_132       0.21030660  0.04751998 -0.5845695129  0.904538798 -0.97962503
## Hlil_137      -0.42380334 -0.39901737 -0.5895027258 -0.307740625 -0.85250449
## Hlil_143       1.36363268  0.87231198 -0.3293091053 -0.575156119 -0.26254397
## Hlil_145       0.43340823 -0.27636150 -0.3582781716  0.698848104  0.34376802
## Hlil_146      -0.65817878 -1.42697694  1.4452894255 -0.178484271 -0.04016560
## Hlil_147      -1.41766491  1.49039415 -1.4134217748  1.110120859 -0.77532973
## Hlil_148       0.00647598  0.54629553  0.5011099131 -0.017226532  0.01665818
## Hlil_150      -0.13254472  1.31467813  0.3581832871 -0.515238181  0.44872294
## Hlil_152       1.07077196  0.59447373  2.3447292267 -0.815364480  0.28069323
## Hlil_153       1.07176753  0.25482931 -1.6609651949  0.061227060 -2.49839545
## Hlil_154      -1.31529363 -0.43807954 -0.9440945525  0.135313885 -0.22418624
## Hlil_155       0.42341859  0.62917434 -2.3457962339  1.200176115  0.08930221
## Hlil_156       0.01648360 -1.28733388  0.3330079374  1.084092920 -0.65682459
## Hlil_157       0.96545361  0.97116687  1.0684474410 -0.793047865  1.37868144
## Hlil_158      -1.54309249  0.24667648 -0.6453853881 -0.114460383  0.23093919
## Hlil_159       1.77152937 -0.36365545  0.4278874494  0.245986428 -0.77406772
## Hlil_160       0.84020585 -0.65379035  0.9605829825  0.646812998 -1.21251486
## Hlil_161       0.80249296 -0.35788564 -0.0386189773  0.887475539 -0.28771085
## Hlil_162       0.28687490 -0.63656736  1.1247647120  0.977302751  0.54991057
## Hlil_163      -0.19346112 -0.95531872 -0.1780323248  0.313443289  1.07735064
## Hlil_164      -0.05591668  0.40524178 -0.5404015880  0.481955039 -0.09867781
## Hlil_165      -0.01994522 -2.00438680  0.3135130083 -1.321371312 -0.81558246
## Hlil_166       0.93900221  0.45042459 -1.0567793444  0.419268127 -0.38767730
## Hlil_168       1.74410516  1.13364631  0.9551149809 -0.176884139 -0.58748664
## Hlil_169       0.77142972  0.84617436  0.3441923617  0.274097806 -0.86379635
## Hlil_173      -0.28197138 -0.17695619 -0.0896071701 -0.648887235  0.67611349
## Hlil_174      -0.17964194 -0.41176984  0.0891128833 -0.381336910  0.46681646
## Hlil_175       0.55333779 -0.31537034 -0.5069147927 -0.611299096  0.88819601
## Hlil_176      -0.59026821 -0.38002799 -0.1353964093  0.463121478  0.57878525
## Hlil_177       0.34662936  0.92575872 -0.2654662363 -0.284172511  1.90036073
## Hlil_178      -0.11498435 -0.44168013  0.0244843532  0.222603683  0.72132990
## Hlil_179      -0.60565502 -0.23576156  0.2474385458 -1.045305624 -1.58472310
## Hlil_180      -0.23792219 -0.66343376 -0.0841967434  0.283425314 -0.10619086
## Hlil_181      -0.26757078  1.55220919 -0.7260361090 -1.048951415  0.25644879
## Hlil_182       0.23016144  1.71123247 -0.4470106042  0.641969054 -1.30180210
## Hlil_183      -0.07025774 -0.19554363  1.4111893836  0.008174919 -1.35161799
## Hlil_184       2.25101683 -1.07768475 -1.3884712022 -0.100147513  1.57011662
## Hlil_185      -0.68551917 -1.96338217 -0.0543949906  0.055240443  1.23509305
## Hlil_186      -2.25449079 -0.29500811 -0.4671160405  0.353726715 -1.11401990
## Hlil_188       0.73510511 -0.82334776 -0.6788904423 -0.560270686 -0.18342430
## Hlil_189      -0.43980026  0.95969922  0.7563049394 -0.594992993  0.52210731
## Hlil_190      -0.84156854 -0.25612006  0.3378553904 -0.574380123 -2.40712451
## Hlil_191      -1.41144656  0.26653839  0.9480213676 -1.312769069  0.57972327
## Hlil_193      -0.09407415  0.53175714  0.4274609194  0.816254215  0.30307709
## Hlil_195      -1.86942599  1.55816439  0.6422070453  0.838544490  1.03339289
## Hlil_196      -0.47207165 -1.18500912 -0.0888673924 -0.776313792 -0.93809909
## Hlil_197      -0.61305350 -1.13785419  0.7823869907  2.634773661 -0.92666267
## Hlil_198       0.47992581 -1.26741414 -0.0005197054  0.849932737  0.61558492
## Hlil_199      -0.30719861 -0.64207009 -0.0583795414  0.399010486  0.24430114
## Hlil_200       0.95355428  0.28279648 -1.9067514413 -0.123002408  0.54203549
## Hlil_201      -0.07643775 -0.51493419 -0.6860444901  0.226371284  0.15079768
## Hlil_202       0.55314943 -0.59650172 -0.9914070956  1.096337782 -1.40040001
## Hlil_203       0.66832780  1.22513884 -0.2933875971 -1.414308873  0.32750272
## Hlil_204      -1.64207404  0.28234622  1.5651817403  0.641304836  1.65234695
## Hlil_205       0.91084911  0.20967524  0.0639417955 -0.818694907  0.45481971
## Hlil_207       0.40632236  1.68239077  0.1625700401  0.445601121 -0.17967889
## Hlil_208       0.82495543 -0.44177016 -1.0885084696  0.511480908  0.88299271
## Hlil_209      -0.83646987  0.52834298 -0.7791768767  0.119313025 -0.42621218
## Hlil_210      -1.82119135 -0.29955321 -0.0076093462  0.991761046  1.55164530
## Hlil_211      -0.13382880 -2.02104541  0.0532102062 -1.518501150  0.10909940
## Hlil_212      -0.31883246  1.59794019  1.7622779469  1.384338991 -0.95744314
## Hlil_213      -0.21240079  0.77793493 -0.9656645988 -0.964826082 -0.55126638
## Hlil_214       1.08670061  0.55456379  1.8136706584 -1.710622163 -0.58356807
## Hlil_215       0.90298458  0.44926512  0.8509631043 -0.191999530 -0.16869859
## Hlil_216      -0.70617693  0.10982407 -1.0867755661  1.326189946 -0.04959950
## Hlil_217      -0.43451801 -0.29886279  0.1443248154  0.530439109 -0.05668180
## Hlil_219      -0.15563009 -0.83140687 -0.5189186623  1.080486809  0.33337791
## Hlil_220       0.17394377 -0.10563374 -0.8223979527 -0.383550344 -0.78760039
## Hlil_221      -0.88904947  0.33367176  0.0973090333 -0.406245390 -0.02143657
## Hlil_224      -0.77274260  1.43390021  0.0804188541 -0.135973291  0.08457467
## Hlil_225      -0.93485283 -0.38571007  0.2151115734 -1.164866153  0.27768286
## Hlil_226       1.71729433 -0.56885275  0.4476681716 -0.170624255  1.35338954
## Hlil_228      -1.29727160 -0.20521935 -0.0680120554 -2.761151233 -0.83122918
## Hlil_229       0.76290651  1.73628934 -0.8315862235 -0.002799313 -0.98787378
## Hlil_231      -0.31744322 -0.03875292 -0.5920186929  0.181986502  0.43589573
## Hlil_232       1.35354656 -0.77300535 -0.0497255322  1.117531111  0.77101695
## Hlil_233      -0.28783203 -0.14496785  0.0855277598  0.459648017  0.63285411
## Hlil_235      -0.20883514 -0.59166794 -0.2265245971 -1.155003990 -0.16186527
## Hlil_239       1.25080180 -0.12191616  1.7917697221  1.509530893 -1.63324848
## Hlil_240       0.95468385 -1.66051151  0.5476119225 -1.069986809 -0.33439374
## Hlil_241      -0.24255849  0.64252264  1.0984975505 -0.350415515 -0.19373050
## Hlil_242       1.09525531  0.69976552 -1.4915296455 -1.283709344  1.13468921
## Hlil_243       0.55309988 -0.87896771  0.2483203991 -0.440963365 -0.33245462
## Hlil_244      -2.01294149  1.13636270 -1.1164986412 -0.978164205 -0.61174128
## Hlil_245      -1.39026895 -0.89528043 -0.7468273991  0.348760395  0.07059042
## Hlil_246      -0.41337524  1.42269906  1.7377473290  0.350467501  1.72295002
## Hlil_247      -0.15256396 -0.79144494  0.6522771917  0.580631962  1.01053188
## Hlil_248      -0.15891101 -1.01863763 -1.3333752394 -2.211153836  0.18091638
## Hlil_NBG_351   0.67081075 -0.34288144  0.9632476055  0.540617621 -0.74871926
## Hlil_NC_167   -0.15249153 -0.41963684  0.1024776740  0.583791410  0.36440702
## Hlil_NC_170    0.19811970 -0.07478921 -0.0256836190  0.117210756  0.13781778
## Hlil_NC_171   -0.29838721 -0.62256729  0.0351294971  0.427142685  0.36185804
## Hlil_NC_172   -0.14907177 -0.47271429 -0.0555339942  0.358836622  0.51271316
## Hlil_NTBG_260 -0.77214249  0.10914612  0.9348674743 -0.450806360 -0.33300084
## Hlil_W_222     0.14190277  0.33955030  0.7934248169 -0.333942804 -0.35551980
## Hlil_W_223    -0.25125481  0.51585321  0.4543412868  0.225559167  0.29493673
## Hlil_WBG_226   1.01304316  1.22190841 -1.3141124047  0.882855938  1.23818788
##                        PC64         PC65         PC66        PC67         PC68
## Hlil_130       0.3331526728 -0.258082765  0.051242135 -0.30777110 -0.765095347
## Hlil_132       0.2541908224 -1.234406269  0.267719219 -1.11876252 -1.267967525
## Hlil_137      -0.3399972589 -0.121871054 -1.395745465  0.97908107  0.822636909
## Hlil_143       0.8514009506 -0.056212257  1.004800411 -0.68628600 -1.008106479
## Hlil_145      -0.9552090635  0.254827506 -0.427434383 -0.66595130 -0.641801944
## Hlil_146      -1.1639523134  2.154457392 -0.880329677  0.59357752  0.773140658
## Hlil_147       0.2567156684  0.132054343  1.272175058 -0.21055192 -1.259672381
## Hlil_148      -0.1998170943 -0.495909534 -0.457600814 -1.80070027  0.770668563
## Hlil_150       0.1231801373 -0.062402352 -0.515285091  1.04716538  1.083954577
## Hlil_152       0.1312611246 -0.019045788  0.914696936 -0.02874027  0.527490473
## Hlil_153      -1.5872487755 -0.031640664 -0.648613955 -0.76538982  0.464167236
## Hlil_154       0.9521602157 -1.676341311  0.412708851 -0.41567983 -0.424274110
## Hlil_155      -2.3719695756 -0.596817763  0.880864212 -0.97035284  0.318425719
## Hlil_156       0.7547855012  0.719630361 -0.278094582  0.03558016 -0.732261912
## Hlil_157       1.3926452208 -0.452507670 -0.891592052 -0.17358630  1.565724230
## Hlil_158      -0.6829004576 -0.086546632 -0.350253197 -0.17219478  0.576327208
## Hlil_159      -0.1444893273 -1.156507508  0.247835617  0.65909735  0.809342052
## Hlil_160       1.0669648562  1.112166869 -1.678272178  1.34645240 -1.696393533
## Hlil_161       0.0277871672  0.845957123 -0.371278371  0.85579060  0.082264207
## Hlil_162       0.1747628391  0.145748140 -0.172188806  0.91320378  0.592601837
## Hlil_163      -0.2567379609 -0.456503456  0.153481436 -0.99866713 -0.390046701
## Hlil_164      -0.5305580597  0.260547997  0.343407157  1.44601920  0.743606991
## Hlil_165       0.2500619656 -0.133391117 -0.237923767 -0.25789464  0.352346673
## Hlil_166      -0.2351133511 -0.219649405 -0.466293077  0.82577475  0.334013354
## Hlil_168      -1.2670101869  0.176824622  0.185820510  0.44733483 -0.070610119
## Hlil_169      -0.0020759762  0.423524890 -0.177370421  0.25871396 -0.061984002
## Hlil_173       0.1714730327  0.122647646 -0.090663515  0.37645056  0.565398550
## Hlil_174       0.0367483767  0.351178690 -0.350173475  0.40084066  0.460203199
## Hlil_175       0.2753744255  0.612679221 -1.094628118  0.06057043  0.619953716
## Hlil_176       0.0593319389 -0.242328658  0.185110538  0.69028884 -0.126408260
## Hlil_177      -0.6272718904 -0.592244639 -1.942437427 -0.49609086  1.177045600
## Hlil_178       0.2649605640  0.507144732 -0.047129444  0.40997510 -0.089838303
## Hlil_179       0.4195211087 -0.095498731 -1.092826165 -0.33634541  0.580842570
## Hlil_180       1.1868610108  0.272330715  0.678954209 -0.56643460  0.381639331
## Hlil_181       0.7622065648  0.799259498  1.343792807 -0.27915503  1.308338568
## Hlil_182      -0.3019127869 -0.552387401  0.695620211  0.29682043 -0.998052805
## Hlil_183       0.9243590051 -0.125214469  0.503239353 -0.20072213  0.734492681
## Hlil_184       0.8189825644 -0.237613146  1.216319525  0.63496476  1.517632746
## Hlil_185       0.8773840915  0.205349726 -0.107646854 -0.69205887 -0.551021739
## Hlil_186       1.8039134510 -0.351129890 -0.536334828 -0.70319190 -0.147500107
## Hlil_188       0.6910863404  0.108290250  0.262911826 -0.57015275 -0.085394509
## Hlil_189      -0.6615507516  1.403508310  0.544092613 -1.11342998  0.075360347
## Hlil_190       0.2332355708 -0.996284034 -0.236609833 -0.56841969  0.453879174
## Hlil_191      -1.4523513701 -0.755185032 -1.049030130 -0.73165830  0.068756849
## Hlil_193       0.5060314813  1.089880691 -0.171256173  0.40914408 -0.442754648
## Hlil_195       0.6307670101  1.983560112 -0.354240889  2.97828275 -1.535498691
## Hlil_196       1.0146409533 -0.959850880 -0.774745993 -0.38841888  0.110194570
## Hlil_197      -0.9552159417  0.725812683  0.527471585  0.22782267  1.803987851
## Hlil_198       0.0152160022 -0.259146983  1.183480183 -0.48266435 -0.896991396
## Hlil_199      -1.0970313668 -0.003999888 -0.126886086 -0.71242572  0.108604820
## Hlil_200      -0.4136127683  1.581961542 -0.069792571  0.12547428 -0.589807853
## Hlil_201      -0.3587788471 -0.395318828 -0.012117411 -0.17229086 -0.338086158
## Hlil_202      -0.6429824387  0.492699011  1.012640935  0.62050849 -0.719503793
## Hlil_203       0.7566314375 -0.417971625 -0.950372361  0.04514450  0.012919392
## Hlil_204      -0.4699600707  0.641170264 -0.724927767 -2.37293583 -1.556615415
## Hlil_205      -0.5383354099 -0.438245552 -0.307438933  0.28216819 -1.013522042
## Hlil_207      -0.2939077664  0.207847036 -0.372393519  0.22183695 -0.338506131
## Hlil_208       1.7884100744 -0.625336998 -0.708043614 -0.62704022  0.194974513
## Hlil_209       0.0612042098  1.116439594  1.344776968 -0.48878936  0.682841281
## Hlil_210       0.3056383110 -1.314279277  0.292224806  0.75225002  0.498564362
## Hlil_211      -1.1326888828  1.802763970 -0.344653892 -0.81247052 -1.492712774
## Hlil_212       0.0007201182 -2.542614450 -0.872139172 -0.34413326 -0.490229880
## Hlil_213      -1.1367432920 -0.297698888 -1.556520219  0.40746479 -0.471988123
## Hlil_214       0.1944266449  0.792432227  1.545838411 -0.42875607  0.474490173
## Hlil_215      -0.1567132408 -1.358869038  2.006268541  1.77638432 -0.544593818
## Hlil_216       0.5085410978 -0.510554071 -0.434374918  0.05020242  1.355227560
## Hlil_217       0.3281104712 -1.954271417 -1.014886977  0.91384365  0.737815093
## Hlil_219      -0.5801257750 -0.678209867  0.001746871  0.40441303 -0.102886058
## Hlil_220       0.0452039248  1.817965188  1.957856769  0.15739896 -0.535292070
## Hlil_221       0.4864727354 -1.097786972 -0.627109544  0.19748075 -2.027573912
## Hlil_224      -0.0044705679  0.609139991  0.456009753 -1.24458723 -0.023745472
## Hlil_225      -1.7289639900  0.086587654  1.832634792 -1.06788034  0.880017192
## Hlil_226       0.0601564627 -1.072573590 -0.669807830  1.27257373 -0.588090677
## Hlil_228      -0.0355244070 -2.217973717  1.869755576  2.03302545 -0.331459681
## Hlil_229       0.5944960695  1.240336457 -2.452459848 -1.54794840  0.700625035
## Hlil_231      -1.2447719311  0.218597255 -0.372239336  0.53574254  0.872135026
## Hlil_232      -0.8729897360 -0.412229925  0.528086426 -0.69805731  1.847120173
## Hlil_233       0.1096972757 -0.039860610 -0.041054753  0.77062969  0.002173293
## Hlil_235      -0.7091498252 -0.765204081  0.041302085 -0.30273994 -1.264563083
## Hlil_239       0.4478465951  0.716483482 -0.011845215 -0.23355240  0.086688861
## Hlil_240       1.6964918028  0.596991420  0.379007819 -0.87742622 -1.362022871
## Hlil_241       0.3439867888  0.460848271  0.545555547 -1.31908997  0.714910049
## Hlil_242      -1.7205979320 -0.094293347 -0.682235933  0.50017572 -2.066418149
## Hlil_243      -0.4261650273 -0.416616387  0.468634274 -0.21527391 -0.201981031
## Hlil_244       1.1299767902  1.710410720  0.262956210  1.47146835  1.193778922
## Hlil_245       0.3065851716  0.109149160  0.762376343 -0.44564548  0.602158820
## Hlil_246      -0.2754052968 -0.502141044  1.723322611 -0.45920018 -0.019943486
## Hlil_247      -1.0059400822 -0.147153896 -0.100286048 -0.15434040 -0.784485668
## Hlil_248       0.7300210801  0.269703632 -0.547619077  0.50743350  0.820248160
## Hlil_NBG_351  -0.2720765995 -0.058188955 -0.686696353 -0.08542570  0.001095022
## Hlil_NC_167   -0.0435841015  0.129333098  0.313786511  0.75960030 -0.035200118
## Hlil_NC_170    0.1002074412  0.622811207 -0.348954188  0.47269433 -0.424783720
## Hlil_NC_171   -0.0591733901  0.014672654  0.154419779  0.67116365 -0.114206539
## Hlil_NC_172    0.0986667420 -0.145116542  0.100435949  0.51368085 -0.214263131
## Hlil_NTBG_260 -1.5222645446 -0.248329754 -0.079482302  0.04433190 -0.217763967
## Hlil_W_222    -0.0060380265  0.347637555  0.065894430  0.14483840  0.227662435
## Hlil_W_223     0.0702014207 -0.001632597 -0.267173873  0.12119746 -0.066514613
## Hlil_WBG_226   3.0585221588 -0.012172186  0.636234625 -1.35479674 -0.560051878
##                       PC69         PC70         PC71         PC72         PC73
## Hlil_130      -0.141056376  0.016304593  0.214467860 -0.633013653  0.431267498
## Hlil_132       1.384649996 -0.498034455 -0.324619279  0.072680040  0.735425852
## Hlil_137       0.357793821 -0.496593705  0.102002175  0.488791166 -0.992058941
## Hlil_143      -0.230751804  0.878299299  0.892006804  0.537700453  0.016803956
## Hlil_145       0.417056080  0.322828213  0.814491783  0.540122131  0.040036859
## Hlil_146      -0.873333675 -0.480014387 -0.111813009 -0.326768570 -0.059553492
## Hlil_147      -0.673347851 -0.178325208  0.596151279  0.941125620  0.529923132
## Hlil_148      -1.234214462  0.140593943 -0.572027642  0.430305395 -0.007718403
## Hlil_150      -1.174012395  0.811765452 -0.219667004 -0.438523863 -0.187766789
## Hlil_152       0.351475270  0.203008233 -1.493188505 -0.093528338  0.151165285
## Hlil_153      -1.445809772  0.259734453 -1.034880813  0.630658124 -0.131885219
## Hlil_154      -0.889227718 -0.896627397 -0.910457005  0.198851754 -0.621070330
## Hlil_155       1.507484427  0.458995636 -0.054618676  0.148960886 -0.125125013
## Hlil_156      -1.225472078 -0.756285653 -0.734341958  0.717892339  0.247165204
## Hlil_157      -0.636483726  0.250770101  1.101033089 -1.291181305  1.080045412
## Hlil_158       0.413365191 -1.335186335 -0.343343826  1.579929760  0.858970654
## Hlil_159       1.862780933 -0.321035252 -0.348356095 -0.768008588 -0.381607263
## Hlil_160       0.783445654  1.481323212 -0.059179291  1.176864640  0.708464602
## Hlil_161       1.330460932  2.035378728  1.053678172  0.697584033 -0.307273970
## Hlil_162      -0.766558157  0.857402935 -1.048123359  1.046266222  0.966024289
## Hlil_163       0.803844662 -0.566903544 -0.003850976 -0.214673079 -0.799352764
## Hlil_164      -0.343192457  1.322556650 -0.145959828 -0.817953944 -0.158707371
## Hlil_165       0.711863583  0.508399962 -0.477099197 -0.345175416 -0.379124229
## Hlil_166      -1.005118865  1.581523036 -1.048597924  0.230653560  0.699944664
## Hlil_168       1.332344764 -1.639186886 -0.138988389  1.051722661  0.062707183
## Hlil_169       1.016338518 -0.924625637  0.915234776  1.112159376  0.523644444
## Hlil_173      -0.308994510 -0.280740104  0.243687555  0.026696281  0.723421603
## Hlil_174      -0.221249080 -0.169743589  0.402447160 -0.148696690  0.844493043
## Hlil_175       0.267624054  0.171161131  0.571659154 -0.216980235  0.818644054
## Hlil_176       0.055366505 -0.550256824  0.044205256 -1.197724874 -1.050442366
## Hlil_177       0.689485374 -0.306110660 -0.033799895  0.552719741  1.334732070
## Hlil_178      -0.244940306 -0.047435910  0.576528838 -0.507906648 -0.253632313
## Hlil_179       0.782973695 -0.089423746  0.084620452  1.020241180  0.207183679
## Hlil_180      -0.553021645  0.076339608 -0.216004344 -0.119230953 -0.800350187
## Hlil_181      -1.713896013 -0.819662783  0.803090784  1.826366555 -2.718142401
## Hlil_182       0.262480768  0.700824455  0.999012668 -0.814187151  0.986785893
## Hlil_183      -0.157580056 -0.293613397 -1.462976503 -0.067614200  0.046804038
## Hlil_184       0.363860949  0.587587751 -2.199280871  0.279782728 -0.197900593
## Hlil_185      -0.296821482 -0.946461969  0.183439610 -0.959244143  1.689117080
## Hlil_186       1.831099210  0.584194059  0.225132139  0.535728808  1.109614640
## Hlil_188       0.700890891 -0.859376070 -0.826373424 -0.206561453 -1.469860085
## Hlil_189       2.230534998  0.904453910 -1.172972333 -1.686643164 -0.486511409
## Hlil_190      -0.467503855 -1.032257113 -0.731261039  0.155132016 -1.093971812
## Hlil_191      -1.677482577  0.637055042  1.210465022  0.792409822 -0.503117320
## Hlil_193      -0.215928271  0.226974369  0.114404336  0.147365756 -1.058605671
## Hlil_195      -0.052162926 -1.085351862 -1.456495484  1.327387790 -0.434651735
## Hlil_196      -0.057169587 -1.201968572 -0.122127858  0.215764393  0.649788214
## Hlil_197       0.369242653  0.609530935  1.099235273  0.723176427 -0.747060992
## Hlil_198      -1.158780187  0.078100530  1.178554348 -0.192260390 -1.277125038
## Hlil_199      -0.502627164 -1.536862341  0.183361535 -0.282645918  0.007148728
## Hlil_200      -0.644303903 -0.182935176  0.326147866  1.304463720  1.624134009
## Hlil_201       0.146229049 -0.002743367  0.186570694 -0.010381230  0.280156715
## Hlil_202      -0.623981188  0.310161945 -1.282655268 -0.758386558  1.706010264
## Hlil_203      -1.196652816  1.693560464  0.527193234 -0.678474949  0.344902495
## Hlil_204       0.401425546  1.257789516 -0.123947346 -0.234724817 -0.802177436
## Hlil_205       0.032987148  0.349465625 -0.373001346 -0.438908181 -0.508365215
## Hlil_207       0.667749128  0.224258201 -0.559617592 -0.112293629 -0.609492787
## Hlil_208      -0.274968015 -0.299281558  2.796541537  0.826241773  0.547660334
## Hlil_209      -1.836232483 -0.184148562 -0.876826848 -1.095251851  1.208884969
## Hlil_210       0.676199947  0.297102625  0.495033122 -0.310525267  0.575898703
## Hlil_211       0.505981591 -1.008181284  0.102557171  0.257375572 -0.267480285
## Hlil_212      -1.183649632 -0.342622179 -1.071710624  0.177870870  0.098741106
## Hlil_213       0.206020371  0.734014326 -0.672409663 -1.065224114 -0.659974842
## Hlil_214       0.356411563 -0.374229029  0.470323068  1.132954946  0.329908596
## Hlil_215      -0.649319670 -1.206354488  1.048405950 -0.763919857  0.038135076
## Hlil_216       0.880031406  0.721742065 -1.008228700 -0.678493469  0.133004089
## Hlil_217      -0.111308218 -0.150766687  0.970717498  1.037480317  0.116575988
## Hlil_219       0.257602744 -0.786467504 -0.057173793 -0.608183034 -0.614951394
## Hlil_220      -0.353503513  0.584020022  0.841187710 -0.585070798 -0.451862105
## Hlil_221      -0.791218338  0.902276557 -0.770484264 -0.168555361 -1.265346316
## Hlil_224       0.661025869 -0.715591078  0.646365572 -1.408634933  1.118772456
## Hlil_225       0.403689218  1.714303550  0.210932419  1.883595634  0.387011806
## Hlil_226       0.181745839 -0.688808048 -0.821323406  0.721947299  0.312823639
## Hlil_228       0.879815064  1.210964784  1.268646560 -0.384839518 -0.284749725
## Hlil_229       0.339248130 -0.098984989  0.543903476 -0.716230527 -1.892707466
## Hlil_231      -0.209205669  0.760700956  0.658537542  0.377231982 -0.124396224
## Hlil_232      -1.072385662 -1.237911144  0.046846012  0.002539295  0.186103677
## Hlil_233       1.104173673 -0.171752004  0.517820030  0.514558601 -1.674303857
## Hlil_235       0.508429642 -0.728496534 -0.039841751  0.129013633  0.780531251
## Hlil_239      -0.095845435 -0.906113953  2.046490091 -2.008340294  0.461457901
## Hlil_240      -0.736704920  1.390909057 -0.383668237  0.959264941  0.736842750
## Hlil_241       0.194670323 -0.543500586 -1.018198535 -1.092415618  0.512173372
## Hlil_242      -0.525515369 -1.804066263 -0.371571234 -0.549631065  0.268718390
## Hlil_243      -0.482282179  0.323751451  0.951391860  0.701763645 -0.448515302
## Hlil_244       0.737755235 -1.464695467  0.536705257 -0.365136181  1.130903780
## Hlil_245      -0.412274627  1.153512142 -0.999948300 -0.366223994  0.545717713
## Hlil_246       1.215546923 -0.432573561 -0.763625782  1.677819734  0.423243557
## Hlil_247      -0.577420783  1.177961524 -0.099112635 -0.027378509 -0.197363738
## Hlil_248       0.884301308  0.039122405 -0.717644791 -0.473629905 -0.530654911
## Hlil_NBG_351   0.438663956  0.076560274  0.324233081  0.292814945 -0.255444122
## Hlil_NC_167    0.022198895 -0.109476217  0.204450421 -0.977499848 -0.753509563
## Hlil_NC_170   -0.597707965 -0.388167501 -0.190530091 -0.960818146 -0.547777356
## Hlil_NC_171   -0.004752268 -0.164139596  0.263576945 -0.952295539 -0.733118624
## Hlil_NC_172    0.192829034 -0.199122310  0.441683567 -0.919817577 -0.904349748
## Hlil_NTBG_260 -0.434152902  0.631821724  0.588406460 -1.333095345  1.128750890
## Hlil_W_222    -0.267999105 -0.137789062 -0.128516096  0.166677240 -0.127550321
## Hlil_W_223    -0.916936652  0.293394041 -0.573914198 -0.194801825  0.189955306
## Hlil_WBG_226   0.543863774  0.088502056 -0.429222181  0.199050710 -0.759633870
##                       PC74          PC75         PC76         PC77         PC78
## Hlil_130       0.566795499  0.3221399462  0.482153582  0.108469612  0.636200098
## Hlil_132       0.135344691 -0.1249019404 -1.310023303 -0.682381475  0.844515756
## Hlil_137      -0.099795004 -0.9272841073  1.131039322 -0.568286667  0.549134793
## Hlil_143      -0.481158332 -0.3967082072 -0.367845996 -0.755351947 -1.164530810
## Hlil_145      -0.458410454  0.7502101351  0.875563649 -0.788607140  0.632973145
## Hlil_146       0.151273354 -0.1454644183  0.380525517 -0.092711419 -0.093958872
## Hlil_147       1.229748505 -0.3004797074  0.155633558 -0.981719143  0.302032647
## Hlil_148       0.762041193  0.5569016940  1.111492845 -0.017355213 -1.003545028
## Hlil_150       0.415308299  0.4923148971 -0.043296551  1.557438960  0.391569491
## Hlil_152      -0.330291658  0.1413701548 -0.028743959 -1.318927683 -1.374402927
## Hlil_153      -0.579290688 -0.2265028611  0.960022277 -0.707563552 -1.214598276
## Hlil_154       0.631615971 -0.9928950065 -0.683097744 -0.067263438  1.145748434
## Hlil_155      -0.597892032  1.2139912610  0.761642145  1.084441983 -1.805666740
## Hlil_156       0.478397902  0.0007465917 -0.459203036  0.347231046  0.962078246
## Hlil_157      -0.753334454 -0.0038115258  0.303731282 -0.162944649  0.220452995
## Hlil_158       0.731334931 -0.3902815196 -1.320071754  0.114401653  1.225157348
## Hlil_159       0.467855722 -0.5884119628 -1.782097778 -1.538016009  1.175429498
## Hlil_160       1.118737587  0.5256193162 -0.384821153  1.828942862  0.583951974
## Hlil_161       1.143024798 -0.7425030385 -0.308298112  0.074095892 -1.167693061
## Hlil_162      -0.771323248  0.1971067437 -0.760311445 -0.106054299  0.053653212
## Hlil_163      -0.147417815  0.2632031652  0.513711038 -0.056960348 -0.366199808
## Hlil_164      -1.661920683 -0.2004604477 -0.281731733  0.498195111  0.267082555
## Hlil_165      -1.220593377  1.0663175327 -0.065823791  0.494630415  0.507141844
## Hlil_166      -0.772493921  0.1923596423 -1.116826332 -0.303995561  0.250292255
## Hlil_168       0.519164908 -2.2212954418  0.980391158  1.630064089 -0.761110209
## Hlil_169       0.993344864 -0.1816116698  0.336569907  1.319454518  0.076142540
## Hlil_173      -0.495048611 -0.6476294091 -0.067145980 -0.349968427 -0.940341517
## Hlil_174      -0.469792960 -0.6392479922 -0.285583756 -0.045152727 -0.992895356
## Hlil_175       0.655562433 -0.2785790660 -0.870617417 -0.098450204 -0.898514560
## Hlil_176       0.123649565 -0.3323804351  0.735666926  0.514184052  0.197510028
## Hlil_177      -0.759420918  0.2152938285 -0.108693353  0.937076424  1.659553271
## Hlil_178      -0.024613043 -0.5131542608  0.508046772  0.540981244 -0.037283332
## Hlil_179      -0.244466572 -0.5991649483  0.956446453  0.264772999 -0.506183554
## Hlil_180       0.050665470  0.4699474229 -0.632856842 -0.604687188  0.233652687
## Hlil_181       0.882425909  0.5176015597  0.010602932 -0.040358541  0.827786289
## Hlil_182      -0.362920292 -0.7880277946  0.131913147 -0.465929465 -0.824988386
## Hlil_183       0.649966180 -0.6066017058 -0.856172504 -0.159837689 -0.110411411
## Hlil_184       2.833770839  0.9865645611  1.894841977 -0.461837737 -0.557894185
## Hlil_185       1.012215029 -2.5710121324 -0.213825776 -0.415487993 -0.033044904
## Hlil_186      -0.199317112  1.1352472572  0.878137561 -0.546561262  0.690952924
## Hlil_188      -0.880153358  0.0552646131  0.953529892 -0.539422273  0.462393559
## Hlil_189       0.389664265  0.3727779153  0.064471740 -0.668357165  0.284745368
## Hlil_190       0.147670305  0.5497803932 -0.201805191  1.013723207 -0.302377317
## Hlil_191       0.146570847  0.6014681882 -0.402522093 -0.222315790 -0.285520131
## Hlil_193       0.541524163  0.5012230160 -0.410029094  0.145179882  0.514638643
## Hlil_195      -1.741548329  0.9635912539  0.485390363 -1.145432335 -0.890137913
## Hlil_196      -0.681804303  2.2389121128  0.115414110  0.148502631 -0.930488223
## Hlil_197      -1.127609623 -1.8671583184  0.513502094 -0.886018047  1.195942224
## Hlil_198       1.110323069 -0.0844771765 -1.523416578  0.591814420 -1.815353467
## Hlil_199       0.006734247 -0.8969108214 -0.318668430  0.546215774 -0.743957728
## Hlil_200       0.040380739 -0.1173778091 -0.513360970 -0.526516249  0.392985741
## Hlil_201       0.095465476  0.1133168707 -0.052579915  0.134172904 -0.305298312
## Hlil_202       0.012178547  1.1629470762  0.660628902 -0.042347151  0.656080131
## Hlil_203       0.799812843 -0.0767552950 -0.287477459  1.121050062  1.151442725
## Hlil_204       1.341324831  0.2726763201 -0.551543295 -0.646785054 -0.016817617
## Hlil_205       0.334593491 -0.4782153449  0.196530657 -1.214629719  0.189344052
## Hlil_207       0.943695932 -0.9114360333 -0.958355616 -0.276034522  0.033139582
## Hlil_208       0.057173683  0.5240836205  1.679482859 -0.004954960 -0.026736971
## Hlil_209       0.383621789 -0.1032999643  0.976734424  0.222222854  0.393957221
## Hlil_210      -0.580176703  0.4406348775  0.961925570 -0.135720193 -0.954679043
## Hlil_211      -0.649336562  0.8135955089 -0.764297327  1.221407933 -0.150016532
## Hlil_212       0.465276760 -0.5933129880  1.072473970  1.800894400 -0.641621304
## Hlil_213       0.206540057  0.3519521334 -0.502785148  0.360724055  0.086604156
## Hlil_214      -0.772134021  0.3363496086 -0.473390200 -0.830126090  0.003044469
## Hlil_215      -1.025311484  1.2755094906  0.268575194 -1.119213376  1.326713109
## Hlil_216      -0.431641741  0.6737319694 -1.738664834  0.567224468 -0.436013780
## Hlil_217       0.579356582 -0.1265297052 -0.373812280 -2.290770995 -0.177670309
## Hlil_219      -0.239366813  0.8306830691  0.731390987  0.459150929  0.880875112
## Hlil_220       0.872722941  0.1444835542  0.073606631  0.474107883  1.074811551
## Hlil_221      -0.757232653  0.4595126602 -0.343303042 -0.616136238 -1.144579452
## Hlil_224      -0.533055717  0.6036009953 -0.512479117  0.391272386 -0.317476801
## Hlil_225      -0.667953649  0.2789562333 -0.008133228  0.647860843  0.347814226
## Hlil_226       0.866418141  0.6704113237  0.580123013 -0.381502342 -0.445529469
## Hlil_228       0.079782690 -0.7438543751 -0.595100936  1.482309822  0.357958038
## Hlil_229      -0.198354410  0.0028150434  0.204514407 -1.216791854  0.964621897
## Hlil_231      -0.753311192 -0.3243441069  0.603551078 -0.351876291  0.286572657
## Hlil_232      -0.069386046  1.1028239420 -2.673444434  0.558867828  0.108714021
## Hlil_233       0.926823844  0.9366043511 -0.907187971 -0.019097849 -1.222528294
## Hlil_235      -0.078137874 -0.7463599957  0.361859993 -0.931944886  0.543833610
## Hlil_239      -0.363737455  1.5767583719 -0.286196759  0.272887056 -0.552355627
## Hlil_240      -0.743117408 -0.2721744383  0.899080294  0.306467790 -0.043910382
## Hlil_241      -0.463096675 -1.3525103010  1.138650075  0.029965693 -0.483165310
## Hlil_242      -0.599069489 -0.1938862421 -0.699734810  0.003605405  0.182221694
## Hlil_243      -0.980058753 -0.4401855401 -0.156406038 -0.700186978 -0.724181883
## Hlil_244       0.943298788  0.3381637069 -0.762083985  0.028445789 -1.882879103
## Hlil_245       0.194529837 -0.5502812672 -0.430867107  0.284938999 -0.040608163
## Hlil_246      -0.042401121  0.6603945516  0.452828828  0.872403042  1.373976067
## Hlil_247      -0.831863844 -0.9590574237  0.091693303  0.124008280  0.345791280
## Hlil_248      -0.043621366 -0.6315647230 -0.038131828 -0.427279849 -0.016925615
## Hlil_NBG_351   0.001089834  0.4694610429 -0.286668868  0.235274806  0.403193553
## Hlil_NC_167    0.149794730 -0.5886812323  0.779556067  0.688917075  0.101271561
## Hlil_NC_170   -0.540163586  0.0697456912  0.551124280  0.684838886  1.197865342
## Hlil_NC_171   -0.011173996 -0.5112287231  0.889833061  0.406388221 -0.183182724
## Hlil_NC_172    0.084877983 -0.3479228707  0.607988605  0.665310752 -0.004101066
## Hlil_NTBG_260  2.112905605  1.1208432968  0.912968282 -1.593799110  0.649735347
## Hlil_W_222    -0.112809594 -0.1050240852  0.044720859 -0.168807421  0.319426242
## Hlil_W_223    -0.786374752 -1.0664620001 -0.822841603 -0.567089398 -0.698736797
## Hlil_WBG_226  -2.252891973 -1.0525881319 -0.437905115  1.055030972  0.027387059
##                       PC79        PC80        PC81         PC82        PC83
## Hlil_130      -0.601032280  0.30488698  1.09066548 -0.905049962  0.26337558
## Hlil_132       1.672865542  0.48504200 -0.46169569  0.227954750  0.91395780
## Hlil_137       0.190459836 -1.02247932 -0.01954002  0.513308359  0.24720950
## Hlil_143       1.564519596  1.12202153 -1.39528477  0.712589989 -1.31593378
## Hlil_145      -0.347312209  0.51559919  0.04323734  0.055636637  0.34407274
## Hlil_146       0.016525788 -0.35386133  0.71000906  0.829356147  0.79179594
## Hlil_147       0.587070860 -0.11567294  0.41674594  0.171282261 -0.37522770
## Hlil_148      -0.724652412  0.48363279  0.54169552 -1.349067196 -0.76720980
## Hlil_150      -0.621865925  0.29520733 -1.27056936 -0.003364714 -0.72331222
## Hlil_152      -2.098336605 -1.35330101  0.77160686 -0.193050358  1.30615778
## Hlil_153       1.063723518 -0.15380269  1.10366689  1.233473480  0.03861310
## Hlil_154      -0.378578419 -0.05499319 -0.65632624  0.658187376  0.23292998
## Hlil_155      -1.232290951 -0.89140245 -1.16039948 -1.434183855  0.38772514
## Hlil_156      -0.908368832  0.47412449 -0.15096764 -1.467258148  1.64573850
## Hlil_157       1.488362409 -0.37065244 -0.57492336 -0.652425317 -0.52510243
## Hlil_158       1.232993301 -0.16305234  0.70049097 -0.688769638 -0.74246894
## Hlil_159       0.443671987 -1.74485699 -0.25554645  0.254143241  0.27618140
## Hlil_160       0.256273824  0.14131963 -0.37758230  1.042034160 -0.14060651
## Hlil_161      -0.455913200  0.32535400 -0.13904446 -0.088602800 -0.74716678
## Hlil_162       0.234707665  0.42910588  0.17965016  0.150447432  0.26678857
## Hlil_163      -0.253974580  0.82317587 -0.54761898 -0.358641643 -0.60096899
## Hlil_164       0.589882034  0.57027023  0.97113930  0.544738144 -0.50806192
## Hlil_165       0.501921742  0.08491449 -1.64296153 -0.117100656 -0.04701130
## Hlil_166      -0.841442407  0.63688869 -0.40428391  0.607551036 -0.03047464
## Hlil_168      -1.180998048 -0.58039263  1.16044137  0.254792235  0.19931060
## Hlil_169       1.020693443  0.25137038  0.01634773  0.454724973  0.61472025
## Hlil_173      -0.858456633  0.09267852  0.49435046 -0.117035208 -1.14267117
## Hlil_174      -0.653743586 -0.04169590  0.74987127  0.005183435 -1.25346630
## Hlil_175      -0.275246776 -0.04310420  1.16170602  0.646379259 -0.60890362
## Hlil_176       0.257180072 -0.05391462  0.93119332 -0.387114552  0.23407882
## Hlil_177      -0.838718334  0.67459593 -0.71211846  0.413085019  0.60658682
## Hlil_178       0.601375214  0.42471079  0.50558663 -0.379945343  0.48612441
## Hlil_179      -0.429628221 -0.78578328 -0.97084382 -0.510564600  0.38618474
## Hlil_180       0.249825049 -0.98498948  0.25737973 -0.531736891  0.42886710
## Hlil_181      -0.347331008  1.56421750  0.17872314  0.729147990  0.70157674
## Hlil_182       0.551516962 -0.43540662  0.18316532 -0.304050153  0.18660996
## Hlil_183       0.569032249 -0.65359993  1.23075309  0.675878091 -0.94347465
## Hlil_184       0.465353468  0.85248187 -0.68457986  0.390845091 -0.10923971
## Hlil_185      -1.202586297  0.22057816 -1.74439343 -0.488589135 -0.15183673
## Hlil_186      -1.468966451  0.06475711  0.97117055  0.188690432 -0.96121743
## Hlil_188       0.236094254  0.87732500  0.88900400 -0.956633748 -0.45907179
## Hlil_189       1.114301254  0.37202724 -0.18859127  0.201896036  1.03926664
## Hlil_190      -0.602532423  0.93449410 -0.05357530 -1.157850262 -1.57950801
## Hlil_191      -0.518340691 -0.44498062 -0.37741977  1.331469280  1.55758745
## Hlil_193       0.876228957 -1.93550889 -0.43751736 -0.481129452  0.66031876
## Hlil_195       0.703371646  0.74859463 -0.69374415 -1.315322472 -0.90845982
## Hlil_196       0.466116827 -0.38317377  1.13896376 -0.402893246  0.62884916
## Hlil_197       0.514756690  0.90376672  0.15426884 -0.105688900 -0.62783824
## Hlil_198       0.645677987 -0.85280951 -0.25128541 -0.101643219 -0.07413874
## Hlil_199      -0.047550481  0.24544289 -1.26651241  0.132003347  0.12111544
## Hlil_200       0.227453531 -0.51272223  0.00101082 -2.212137736  0.87205372
## Hlil_201      -0.164436788  0.11797337  0.18945669  0.017822540  0.16405781
## Hlil_202      -1.558415849  0.70847851  0.17745911  1.609259815  0.05123837
## Hlil_203       0.308898615  0.23808673  0.02294534 -0.191812787 -0.07187919
## Hlil_204      -0.675746458  0.91515615  1.40538006  0.992620138  0.08845674
## Hlil_205      -0.756218608 -0.19774778 -0.59175637 -0.051650570 -0.01549572
## Hlil_207      -0.650262516  0.50275174  0.10948175 -0.100375225 -0.44571378
## Hlil_208       0.799040700 -1.70137642  1.68855159  1.040184988  0.00374844
## Hlil_209       0.184347964 -0.38155972  0.17175590  1.037563811 -0.03790578
## Hlil_210       0.880305430 -0.26980053 -0.75345502  1.085153517  0.58728879
## Hlil_211       0.407860078 -0.47172980 -0.40940465  1.425243325 -2.07469156
## Hlil_212       1.009185114 -0.60261760 -0.95359733 -0.375491569 -0.14416657
## Hlil_213      -0.118096105  0.63292798  0.63266655  0.707054478  0.64349783
## Hlil_214       0.637700301  0.62990473  0.04897489 -0.396891499  1.96186721
## Hlil_215      -0.996015038 -0.98276304 -0.04210221  0.851276495 -1.26531674
## Hlil_216       0.456824419 -0.20361176  0.69834142 -0.918972276  0.55702082
## Hlil_217      -1.380303447  1.46156799 -0.61311530  0.318501334  0.12491126
## Hlil_219       0.324789072 -0.43475418 -0.77133256  0.428250330  0.70475696
## Hlil_220      -1.099510338 -1.32443549 -0.94221054 -0.321678986 -0.72171352
## Hlil_221       0.074898418 -1.57788354 -0.40921009  0.765637829  0.47369320
## Hlil_224       0.187798535  0.94096662  0.72078254 -0.623165111 -0.24192593
## Hlil_225       0.385031120 -0.46154825 -0.21011148 -0.096134941 -0.11623355
## Hlil_226       0.746546871  0.56161659 -0.18165672 -0.175855275 -0.41106870
## Hlil_228      -0.317353593  1.14465424  0.72939341 -1.232774359  0.35596559
## Hlil_229      -0.810655538 -1.09685361 -1.53438629 -0.798641183 -0.98998032
## Hlil_231       0.221152588 -0.26820736  0.07328723 -0.530402298  0.37696413
## Hlil_232       0.183061915 -0.12940333  0.38820233 -0.259553366 -0.44179661
## Hlil_233       0.161503402  0.65968091  0.71015837 -0.095045048 -0.12475654
## Hlil_235      -0.409866013  0.40920067  0.15604962  0.411143326  0.92949141
## Hlil_239      -1.160514302  1.11868129 -0.51467080  0.261453901  0.14374914
## Hlil_240       0.155915986 -0.27434673  0.07714696 -1.389426643  0.45646710
## Hlil_241       1.555384311  1.24823167 -0.83576779  1.002137113 -0.06339546
## Hlil_242       0.466590589  0.40075755  0.53347363  0.048565381 -0.37914638
## Hlil_243       0.050040526  1.20493147 -1.16700377  0.342721539  0.02728074
## Hlil_244      -0.302637863 -0.51946208 -1.55176438  0.963074973  1.27986441
## Hlil_245      -0.128579275 -0.38212262 -0.23948230 -0.091531184 -0.02829864
## Hlil_246      -0.634168141 -1.49234268 -0.33854364  0.746255118 -1.44643301
## Hlil_247      -0.041997602 -0.76073350 -0.12088400 -0.263961556 -0.22121324
## Hlil_248       0.263996156 -0.75257925  0.53593717  0.393155693 -0.88463772
## Hlil_NBG_351   0.416214036  0.42741941  0.14889711 -0.048208926 -0.08376007
## Hlil_NC_167   -0.003247109  0.03816981  0.45691120 -0.152568736  0.68252863
## Hlil_NC_170    0.297065317  0.29117348  0.12476652 -0.283567069  1.01149872
## Hlil_NC_171   -0.015850194  0.29254805  0.52107263 -0.321129132  0.49007135
## Hlil_NC_172   -0.193777156 -0.03568738  0.52044678 -0.335229328  0.16845220
## Hlil_NTBG_260  1.159370767 -0.02768209  0.14452983 -1.394759382 -1.02103862
## Hlil_W_222     0.005249926 -0.15843670 -0.10008199 -0.073375476 -0.10356683
## Hlil_W_223    -0.390417965 -0.84618644  0.71567320 -0.740519474 -0.51913387
## Hlil_WBG_226  -0.984791197  0.42256537  0.46327729  1.100696760  0.47597210
##                       PC84         PC85        PC86        PC87        PC88
## Hlil_130      -0.586267628 -0.534788762 -0.13046654 -0.03783593 -0.99765619
## Hlil_132      -0.277935772 -0.611068725 -0.03304908  0.43020483 -0.10894692
## Hlil_137       0.825143673  0.054287891  0.07724049  0.31863126  0.04762926
## Hlil_143      -0.641212372  0.046567233 -0.78653566 -0.16852653  0.38765533
## Hlil_145       0.209250043 -0.202086316  0.13794146 -0.22793011  0.37971899
## Hlil_146      -0.032504438 -0.855443103 -1.29344382 -0.21264046 -0.47503512
## Hlil_147       0.088247009  0.428839707 -0.17989313  0.40894823 -0.02886185
## Hlil_148       0.656886873  0.867546127 -0.38925178  0.11309455 -0.04589044
## Hlil_150      -0.221641159 -1.130380318  0.18131503 -0.05798540 -0.35772926
## Hlil_152      -0.910457060 -1.335781047  0.64919608  0.27135951 -1.40167352
## Hlil_153      -0.417354564  1.031858558 -1.23381868  1.79494173  0.63301689
## Hlil_154      -0.965429484 -0.005858589  0.11949923  0.73493796 -0.27752774
## Hlil_155      -0.211387051  0.011285287  0.33342481  0.19372945 -0.32371307
## Hlil_156       0.506407552 -0.530829263  1.37263632 -0.58673376  3.89993756
## Hlil_157       0.346574304 -0.388326080 -1.22038476 -0.51022475  0.64324939
## Hlil_158       2.303997158  0.610818071  2.09050512 -1.82688552 -1.92166105
## Hlil_159       0.633543960  0.055632088  1.00523985  0.73965582  0.46376605
## Hlil_160       0.368023889  2.005432712 -1.35288557  0.60394765 -0.68606418
## Hlil_161      -0.361346602 -2.945240773  0.10575166 -1.08981394 -0.11479359
## Hlil_162      -0.639661378  0.429691615  0.34466974 -0.03954215 -0.56700951
## Hlil_163      -0.043524441  0.714852136  0.42558469  0.17239423  0.28656514
## Hlil_164      -0.463681514  0.289563759  0.83641965 -0.48882938  0.37070706
## Hlil_165       0.527061752 -0.139302689  0.39353727  0.32181263  0.36136202
## Hlil_166      -0.189118812  0.543459121  0.26760301 -0.16508274 -0.43321284
## Hlil_168      -0.212506208  0.696003371  0.09436587  0.02250575  1.18482755
## Hlil_169      -0.480339406 -1.224485712 -0.39653624 -1.20623905 -0.52001654
## Hlil_173       0.530877782  0.661024439  0.49324893 -0.12863579  0.50179092
## Hlil_174       0.636144198  0.534385910  0.52565041  0.09956866 -0.12061998
## Hlil_175       1.313286120  0.817310445 -0.17246040  0.71167264 -0.10584212
## Hlil_176       0.246582663  0.177155215 -0.32623048 -0.46428896 -0.36529062
## Hlil_177      -1.466046612  1.072010538  0.97586819 -0.48392184  0.46870755
## Hlil_178       0.381220135  0.232349869 -0.65242208 -0.47784712 -0.13856458
## Hlil_179       0.324433859 -0.542567714 -0.26237983  0.21739606 -0.09769305
## Hlil_180      -0.586118424  0.022019386 -0.31560252  0.45498397  0.09414764
## Hlil_181      -1.908363583 -0.181308234  0.01002004 -0.61175281 -0.39004737
## Hlil_182      -0.309198312 -0.641124517 -0.10982620  0.19189845  0.15410743
## Hlil_183      -0.080677442 -0.442875319  0.08527133 -0.16908484  0.10854435
## Hlil_184       0.765187085  0.023803721  0.04082639 -0.64191465  0.61236342
## Hlil_185      -0.819784224 -0.134814344 -0.56150401  0.85447313 -0.90161187
## Hlil_186       0.363886514 -0.869244806 -1.23897034 -0.14227843  0.45929236
## Hlil_188      -0.225919500  0.186138830  0.20163744 -0.40379596 -0.28292702
## Hlil_189       0.126957621  0.129986330  0.14959838  0.04529471  0.04919637
## Hlil_190       0.339381024  0.293196650 -0.22207148 -0.34122855 -0.13160331
## Hlil_191       0.762838712 -0.118279402  0.05435019  0.64719879  0.17768127
## Hlil_193      -0.155697606  0.378699088 -0.18829428  0.35244055  0.10548485
## Hlil_195       0.285555025 -0.731375066  0.94705628  2.15544819 -0.35714242
## Hlil_196       0.010424972 -0.849989753 -0.21846584  0.60467076 -0.23874618
## Hlil_197      -0.396506784  0.431102434  0.02879304 -0.06436616 -0.14547151
## Hlil_198       0.006623077  0.714730543  0.74609455  0.22120791  0.04888251
## Hlil_199      -0.505020484  0.803076736  0.45219118  0.66970505 -0.64665367
## Hlil_200       0.075235953 -0.317034368 -1.46152069 -0.20527094 -0.34079505
## Hlil_201       0.175139157  0.113863223 -0.16550455  0.07246105  0.02994798
## Hlil_202       0.061107646 -0.012344502  1.13427113 -0.71883179 -0.58845077
## Hlil_203       0.859628848 -0.284667710  0.52873747  1.31942082  0.25431821
## Hlil_204       0.379493848 -0.482533462  0.31920422  0.58118859  0.06233523
## Hlil_205       0.638772204  0.217040992 -0.42761277  0.07828911 -0.14934660
## Hlil_207      -1.021567254 -0.048733262 -0.03026067 -0.47833620 -0.10596711
## Hlil_208      -1.180188673 -0.377393833  2.51875351  0.44556410  0.01477658
## Hlil_209       0.750399354 -1.131151801  0.64933877  0.37052911 -0.07458593
## Hlil_210       0.309484534  0.357064925 -0.47920344 -0.31805770  0.56363195
## Hlil_211      -1.522976301 -1.041929507  0.01309370 -0.51832471  0.34036117
## Hlil_212       0.653111040 -1.293480093  0.09243880 -0.35894435 -0.39213261
## Hlil_213       0.015135003  0.019638497  0.45007362  0.67519212 -0.04244760
## Hlil_214       0.919974089  0.796062722 -0.03730533 -0.13665450 -0.55069067
## Hlil_215       0.371190590  0.309316200 -0.66959982 -0.57354700 -0.18719542
## Hlil_216      -1.555749162  0.346677837 -0.22357360 -0.17332802 -0.19308032
## Hlil_217      -0.245314488  0.054362132 -1.48808656 -0.58142156  0.07316747
## Hlil_219      -0.463307394 -0.729265417 -0.50937948  0.03250407 -0.30352278
## Hlil_220       1.624564794  0.165106457 -0.10778466  0.09413361  0.36940760
## Hlil_221       0.140844502  1.267361066 -0.10404479 -3.36241804 -0.14798162
## Hlil_224       0.339971531  0.143504842 -0.61114093 -0.99215860  0.69173211
## Hlil_225       0.807082487  0.105595938 -0.48232429 -0.39453933  0.30913978
## Hlil_226       0.381003865  0.159350568  0.36574352  0.36618227  0.13717532
## Hlil_228      -0.616280921  0.056189950  0.53693499  1.23820493  0.16769812
## Hlil_229       0.081383918  0.421598019  0.47312352  0.03730956 -0.52502817
## Hlil_231       0.052612300 -0.166886173  0.05398064  0.33157087 -0.26548019
## Hlil_232       0.455722223 -0.922008174 -1.55892268  0.57836950 -0.41966332
## Hlil_233       0.516064702  0.308492509 -0.03342444  0.63026296  0.83202618
## Hlil_235       0.456415178 -0.086502120 -0.54382798 -0.13034903  0.10156927
## Hlil_239      -0.066270486  0.858444663  0.87711465  0.38167130 -0.20474717
## Hlil_240      -1.585038003  1.298077054  0.53705754 -0.36221227 -1.09827334
## Hlil_241      -0.138298621  0.344115962  0.62753892  0.03277902  0.23517779
## Hlil_242      -0.188188163 -0.798975438 -0.28044509 -0.35778448 -0.01378256
## Hlil_243       1.086228152 -1.446261205  1.09881665 -0.04599239  0.06122549
## Hlil_244      -0.482798019  0.836284129  0.30317377 -0.39649110  0.40796972
## Hlil_245      -0.180843116 -0.161572159 -0.20066544  0.15616895 -0.20242856
## Hlil_246      -0.974870026  0.807727516 -0.89306555  1.10363847  0.69090589
## Hlil_247       0.033875186 -0.487958637  0.41354966  0.06523658  0.08782962
## Hlil_248      -0.795705720 -0.567374286 -0.24103764 -0.05582540  0.22556825
## Hlil_NBG_351   0.080510981 -0.038444099  0.20949843 -0.16314531 -0.14779201
## Hlil_NC_167    0.247407005  0.454026386 -0.61000125 -0.22562327 -0.71972757
## Hlil_NC_170   -0.138373009 -0.353392855 -1.15063376 -0.06017939  1.04067026
## Hlil_NC_171    0.438363930  0.443178226 -0.49681870 -0.15070514 -0.79954590
## Hlil_NC_172    0.099050523  0.592174094 -0.50867555 -0.18114250 -0.61831608
## Hlil_NTBG_260 -1.328220432  0.557932121  0.57241574  0.11148554  0.23505425
## Hlil_W_222    -0.085360192 -0.030016763  0.11757688 -0.19111352  0.01423570
## Hlil_W_223    -0.736348209  0.317372907 -0.14036280 -0.94299900  2.18828444
## Hlil_WBG_226   1.805090506 -0.420290348 -0.29825757  0.56849534 -0.29985538
##                       PC89         PC90          PC91         PC92         PC93
## Hlil_130      -0.325654067  0.550977695 -0.1441111255  0.096306963 -0.052324275
## Hlil_132      -0.798758328 -0.346722496 -0.2029374306  0.163100032  0.010110820
## Hlil_137      -0.039702418  0.168751677 -0.2382459888  0.083452050 -0.034470323
## Hlil_143      -0.462043086 -0.061323603 -0.2860820318 -0.030992976 -0.439717840
## Hlil_145      -0.046609052  0.151499981 -0.0138811386 -0.168541505  0.035900431
## Hlil_146      -0.455566341 -0.152858631 -0.5251093054  0.266945154 -0.115023483
## Hlil_147       0.414101517 -0.278526452  0.2014375566  0.071801728 -0.061136519
## Hlil_148       0.212476090  0.445785709  0.2438888542  0.055484990 -0.040559897
## Hlil_150       0.133524837  0.023384629  0.2080508151 -0.201248307  0.003455768
## Hlil_152       0.574431297  0.194648820  0.3334185823  0.003686035 -0.099879296
## Hlil_153       0.645079860  0.660387309 -0.1782063579  0.166995202  0.038870316
## Hlil_154       0.179571784 -0.008926812  0.1185366035 -0.073125125  0.077725576
## Hlil_155      -0.060327040  0.272760665 -0.0343101550  0.075446592 -0.044881072
## Hlil_156       1.315181682 -0.945923007 -1.4316119750 -0.003431303 -0.147693296
## Hlil_157      -0.680660514 -0.719826925 -0.3026802714 -0.067228249 -0.265110383
## Hlil_158      -0.915910713  0.668542452  0.9976013021 -0.022653496 -0.293656084
## Hlil_159       0.367786672  0.319725507 -0.1945598553  0.436833951  0.225453498
## Hlil_160      -1.165811788  0.594845815 -0.2170201579  0.197736832 -0.204658780
## Hlil_161      -0.590005861 -0.426799273  0.5555782723 -0.019390069 -0.027242933
## Hlil_162      -0.080969805 -0.290696773  0.2139515106 -0.011833866 -0.079759398
## Hlil_163       0.268953625  0.131983620  0.3512436159  0.015969852 -0.036217112
## Hlil_164       0.010797776 -0.306918056 -0.0663285007 -0.036819687 -0.034963708
## Hlil_165      -0.212876030 -0.250253648  0.1400234383 -0.448576793  0.250503058
## Hlil_166      -0.030374465 -0.295435939 -0.0032600734 -0.041084203  0.184231030
## Hlil_168      -2.277400751 -1.754338439  0.7144455723 -0.170599492 -0.090372386
## Hlil_169       3.297396886  2.913168109 -0.8011414210  0.050151311 -0.009616875
## Hlil_173       0.202929838  0.216760442 -0.6383811962  2.475549712 -0.007246490
## Hlil_174       0.475789327 -0.023353702 -0.9717930121  2.213791946 -0.385916422
## Hlil_175       2.879871498 -1.953216056  1.2787819912 -2.861379832 -0.324175354
## Hlil_176      -0.570477563  0.077497579 -0.9357436924 -1.004932292 -1.296100842
## Hlil_177       0.355321170  0.113600646 -0.2722781027  0.013462675  0.064040511
## Hlil_178       0.420303290 -0.326423493  0.9228267820  0.491337219  4.296005043
## Hlil_179      -0.018671942 -0.063560624  0.0879028670  0.030332767  0.014084118
## Hlil_180      -0.364376312 -0.285033320 -0.0208095001  0.212299372  0.044602957
## Hlil_181      -0.490537032 -0.708285214  0.0085087031 -0.042364340 -0.001628506
## Hlil_182       0.494973708 -0.445878716  0.0761702490  0.135764517 -0.013723796
## Hlil_183       0.047741281 -0.272553169  0.0956420497  0.153312921  0.129869187
## Hlil_184      -0.188596408  0.256564089 -0.0877472028  0.139118449 -0.047580872
## Hlil_185      -0.068473417  0.452037263  0.3521796310 -0.180811181 -0.045273634
## Hlil_186      -0.374214452 -0.322818904 -0.0899911919 -0.117341417  0.101879362
## Hlil_188       0.092815073 -0.235879078  0.1074023028 -0.168103302  0.056958553
## Hlil_189      -0.168717887 -0.102816205 -0.2666995777  0.227150090  0.095151808
## Hlil_190       0.080249089 -0.286115555  0.1011932948 -0.159263901  0.086001595
## Hlil_191      -0.261714733  0.142402088 -0.0709975883  0.051760440  0.027588237
## Hlil_193      -0.232895399 -0.391235412 -0.1456231866  0.225894280 -0.035789562
## Hlil_195       0.141983079  0.075498576  0.0036899671 -0.386469110  0.063296103
## Hlil_196      -0.437192144  0.302140069 -0.0891202910 -0.023601869  0.100226624
## Hlil_197       0.275424939 -0.170668407 -0.0485987472 -0.065876331 -0.128298939
## Hlil_198       0.187121713 -0.043228504  0.1795877279  0.172476615  0.076786051
## Hlil_199      -0.041592942  0.376461540  0.3104391669 -0.137829727 -0.024307325
## Hlil_200      -0.264265284 -0.713374436 -0.3284885376 -0.087392735 -0.024993038
## Hlil_201      -0.060127243 -0.039035686  0.1271354044  0.082384365  0.036724202
## Hlil_202      -0.233606975  0.044532844  0.2581634224 -0.242104973  0.200451314
## Hlil_203      -0.427804233  0.385358437 -0.4423577447  0.123240470 -0.021192399
## Hlil_204      -0.111543873  0.179049197 -0.1877814388  0.231168933 -0.038349246
## Hlil_205       0.142961233  0.017460253  0.1403790164 -0.019601854  0.030411824
## Hlil_207       0.062566362 -0.282703730 -0.1551489977  0.172591796  0.094654554
## Hlil_208      -0.442910032 -0.065447559  0.3079121418 -0.071324048 -0.010653094
## Hlil_209      -0.403721390  0.180308294 -0.1663798945 -0.230479395  0.034653301
## Hlil_210       0.017284504 -0.114500658  0.3010581844  0.118786730 -0.269956614
## Hlil_211       0.149949069 -0.284962963 -0.2262009043 -0.130852386  0.046541612
## Hlil_212       0.214169433 -1.069462194 -0.0057129322  0.071246032  0.142628477
## Hlil_213      -0.348030421  0.043611344  0.0207768151 -0.037823965  0.199039472
## Hlil_214       0.018019339 -0.057185184  0.0399992506 -0.242006947 -0.071284952
## Hlil_215       0.205790496  0.029375081  0.0869492825 -0.148002045  0.158106040
## Hlil_216       0.372221402 -0.486399900  0.1020450274  0.199713176 -0.191773168
## Hlil_217       0.006536514 -0.154758630 -0.1256395947  0.015932095  0.013687716
## Hlil_219      -0.685854057 -0.191944687  0.1066949869 -0.429385131  0.248329657
## Hlil_220       0.044462965  0.297450518  0.1913504005 -0.044776617  0.022412751
## Hlil_221       0.615776058 -0.539270832  0.0002239834  0.136344834 -0.101511299
## Hlil_224      -0.261767829 -0.272109248  0.1222681794 -0.009089389 -0.082890365
## Hlil_225       0.118838230 -0.020225695 -0.2000028384 -0.046119571 -0.032053104
## Hlil_226      -0.246599706  0.351714793 -0.0122290265 -0.011519812  0.090019904
## Hlil_228       0.370701239  0.320619009 -0.0294690653 -0.138197564  0.068807080
## Hlil_229       0.292213538  0.126528359 -0.1296404945 -0.001294945  0.161666648
## Hlil_231      -0.200965701  0.073846695 -0.1083473403 -0.075380256  0.063862625
## Hlil_232      -0.464880467  0.164022861 -0.2802857964  0.050180275  0.002112140
## Hlil_233      -0.232435932  0.528859721  0.4796776988  0.259426480 -0.023058017
## Hlil_235      -0.281748995 -0.001514189  0.0829886580 -0.032573097  0.023281384
## Hlil_239      -0.146717853  0.110110308  0.0686388231  0.006768799  0.035319321
## Hlil_240       0.106948443 -0.141341492  0.1564333864  0.008453608 -0.154981634
## Hlil_241       0.186229820  0.012677272 -0.1370803732 -0.270150551  0.037258421
## Hlil_242       0.203604595 -0.572085439 -0.6139747520  0.207883280 -0.009257684
## Hlil_243      -0.378260294  0.143352314  0.2539941028 -0.208165328 -0.331796062
## Hlil_244      -0.440793257 -0.058212180 -0.0613662751 -0.029736260  0.021326411
## Hlil_245       0.119993650 -0.170684394  0.0483757964  0.124850349 -0.100900948
## Hlil_246       0.824749035 -0.091190670 -0.1611994821 -0.015326123  0.190170410
## Hlil_247       0.311256287 -0.213555228  0.0258737594 -0.023532159 -0.032997340
## Hlil_248       0.214679618  0.083404855 -0.0603269527  0.177449815 -0.020361570
## Hlil_NBG_351   0.064828636 -0.045341237  0.0792105976 -0.082174107 -0.057087795
## Hlil_NC_167    0.321342622  0.103475750 -0.9478974797 -0.361931203 -0.442463555
## Hlil_NC_170    0.814900197  0.674829484  4.1133000511  1.701867370 -1.499935417
## Hlil_NC_171    0.084434821  0.123580569 -0.9399679221  0.004811495  0.046948018
## Hlil_NC_172   -0.047410987  0.037756908 -1.2488411391 -0.424070985 -0.472232615
## Hlil_NTBG_260 -0.090155794 -0.246649106  0.0615234318 -0.008408856 -0.056519697
## Hlil_W_222     0.075219381  0.039574420 -0.1031049101 -0.089055153 -0.043091772
## Hlil_W_223    -1.783077870  3.657556689  0.4428258847 -2.063498531  0.488305605
## Hlil_WBG_226  -0.120694834  0.463091494 -0.2715861715  0.098210765  0.037207252
##                        PC94          PC95         PC96          PC97       pop
## Hlil_130      -0.0088123692 -0.0822413711 -0.087378315  0.0117619739    il_130
## Hlil_132      -0.0200387523 -0.0204749431  0.018309736 -0.0290515592    il_132
## Hlil_137      -0.0994276151 -0.0241179610 -0.050448668 -0.0156612149    il_137
## Hlil_143       0.0449813907 -0.0185871300  0.028383840 -0.0001182380    il_143
## Hlil_145       0.0487750979 -0.0296815594  0.036415934  0.0158231702    il_145
## Hlil_146      -0.0084053179 -0.0727051166 -0.082210187 -0.0550087287    il_146
## Hlil_147      -0.1670411103  0.0399381033 -0.007640867  0.0471214516    il_147
## Hlil_148       0.0738628657  0.0238874700  0.022593751 -0.0052882942    il_148
## Hlil_150      -0.0182180495 -0.0146317447 -0.010678124  0.0338839861    il_150
## Hlil_152       0.1647249301 -0.0289487937 -0.056245147 -0.0523660660    il_152
## Hlil_153       0.2471860132  0.0375148881 -0.048640755 -0.0281371104    il_153
## Hlil_154       0.0093927235  0.0536276830  0.001036051  0.0540773079    il_154
## Hlil_155       0.0100820819  0.0614114060  0.042605556 -0.0169309942    il_155
## Hlil_156      -0.0671408809  0.0203273852 -0.016537691  0.0017820852    il_156
## Hlil_157      -0.0724912564 -0.0041989604  0.065335296  0.0243328092    il_157
## Hlil_158      -0.1513173629 -0.0714542842  0.031232075 -0.0983965155    il_158
## Hlil_159      -0.0076721230 -0.0098809425 -0.010426851  0.0002908820    il_159
## Hlil_160       0.1834749475 -0.0592833821  0.012957626  0.0096444577    il_160
## Hlil_161      -0.0084064155 -0.0021597890  0.032127191 -0.0058798245    il_161
## Hlil_162       0.0251562247 -0.0122482977 -0.035183486  0.0074755285    il_162
## Hlil_163      -0.0058342206  0.0841819541  0.050904034  0.0370990663    il_163
## Hlil_164      -0.0613069274 -0.0204166610 -0.006060824 -0.0003280982    il_164
## Hlil_165       0.1258619652  0.0596657599 -0.005299512 -0.0078016598    il_165
## Hlil_166       0.0672549750  0.0345563486 -0.048330434  0.0160303459    il_166
## Hlil_168      -0.0785743894  0.0196755762  0.042250560  0.0642254177    il_168
## Hlil_169       0.3027011903 -0.0243335840 -0.105089123  0.0383948456    il_169
## Hlil_173       1.1400026990 -2.2379584060  0.341315363 -0.5728083871    il_173
## Hlil_174      -0.6660393463  2.4472861481 -0.239635829  0.4782868162    il_174
## Hlil_175      -0.0365441320 -0.2459637507 -0.018441277  0.0364445921    il_175
## Hlil_176       3.1671524895  0.6889773030 -0.222668676  0.5011404131    il_176
## Hlil_177       0.0427203954  0.0270067445 -0.044874922  0.1151205930    il_177
## Hlil_178       0.6535780316  0.4309630757 -0.114353163 -0.1595956140    il_178
## Hlil_179       0.0256683691  0.0568795022 -0.022664042  0.0180623737    il_179
## Hlil_180      -0.0379656833  0.0098019768  0.020829996  0.0748255676    il_180
## Hlil_181      -0.0960064049  0.0659927359  0.008172377 -0.0130873885    il_181
## Hlil_182       0.0352439376 -0.0109905496 -0.073206872 -0.0019148106    il_182
## Hlil_183      -0.0985821755 -0.1092546404 -0.018166710 -0.0231274245    il_183
## Hlil_184      -0.1444118208  0.1063294997 -0.103140207  0.0123661495    il_184
## Hlil_185       0.1479064362  0.0266836626 -0.029820044 -0.0136031255    il_185
## Hlil_186      -0.0961081321  0.0050034561  0.061394767 -0.0147967528    il_186
## Hlil_188      -0.1264706036  0.0203527997  0.062073990 -0.0143052316    il_188
## Hlil_189       0.0199609147 -0.0216537594 -0.061938856  0.0047989094    il_189
## Hlil_190      -0.0082475906 -0.0142557615  0.015352695 -0.0321239549    il_190
## Hlil_191       0.0572484184  0.0663296798 -0.008868333  0.0056046144    il_191
## Hlil_193       0.0544878944 -0.0656694879 -0.031478430  0.0244866921    il_193
## Hlil_195      -0.0279590086 -0.0216688015  0.005048500 -0.0573553551    il_195
## Hlil_196      -0.0553491524  0.0066018803  0.060043589 -0.0503655461    il_196
## Hlil_197       0.0582058711 -0.0209804409 -0.091758950 -0.0333655827    il_197
## Hlil_198       0.0603147350 -0.0240708635 -0.007073210  0.0209287334    il_198
## Hlil_199       0.0010353271 -0.0165805248 -0.023936712 -0.0564398425    il_199
## Hlil_200       0.0654093635  0.0039738485 -0.053584963 -0.0288695149    il_200
## Hlil_201       0.0032849241 -0.0178867351  0.033369540 -0.0011433204    il_201
## Hlil_202       0.0831335647  0.0133107237 -0.038233142 -0.0262289129    il_202
## Hlil_203       0.0038300408 -0.0192052717  0.025069243 -0.0112589500    il_203
## Hlil_204      -0.0274246860  0.0057209153  0.028735408 -0.0371540431    il_204
## Hlil_205      -0.0022585580  0.0657207678  0.010486903 -0.0287426179    il_205
## Hlil_207       0.0881009458 -0.0264805924  0.009590387  0.0216794452    il_207
## Hlil_208      -0.0807257351 -0.0623538392  0.067212513  0.0155578566    il_208
## Hlil_209      -0.0417598024 -0.0057964880 -0.041524289 -0.0413539074    il_209
## Hlil_210      -0.0568733526  0.0223338203 -0.043011295 -0.0793330333    il_210
## Hlil_211      -0.1219318387 -0.0896380349  0.060476942  0.0404887186    il_211
## Hlil_212      -0.1056391141 -0.0552219852 -0.032579951 -0.0185981156    il_212
## Hlil_213      -0.0369736088 -0.0269903989  0.060467862 -0.0426363748    il_213
## Hlil_214       0.0005572134  0.0874277205 -0.040930046  0.0127810615    il_214
## Hlil_215      -0.0044992656  0.0220987537  0.002794824 -0.0097908181    il_215
## Hlil_216      -0.0315945857 -0.0024872900  0.026241362  0.0302592659    il_216
## Hlil_217       0.0192640740  0.0653089019  0.047225058  0.0207371208    il_217
## Hlil_219      -0.0118421091 -0.1259164169  0.046164713  0.0015123144    il_219
## Hlil_220       0.0774135680  0.0032776671  0.010355313  0.0612138338    il_220
## Hlil_221       0.0080095136  0.0231252609 -0.016616368  0.0385308742    il_221
## Hlil_224      -0.0662360473 -0.0028826066  0.035494308 -0.0015911568    il_224
## Hlil_225      -0.0245606564 -0.0459155503 -0.027172211  0.0189982394    il_225
## Hlil_226      -0.0301932896  0.0329002483  0.042021224 -0.0204552158    il_226
## Hlil_228       0.0175215473  0.0005832186  0.003170139  0.0259973290    il_228
## Hlil_229       0.0498653717  0.0294646572  0.077065532  0.0480715047    il_229
## Hlil_231      -0.0029804811 -0.0417637223 -0.022898388 -0.0672776950    il_231
## Hlil_232      -0.0293658570 -0.0709458790  0.059105773  0.0365193224    il_232
## Hlil_233       0.0225325406  0.0114568305  0.023472722 -0.0109734851    il_233
## Hlil_235      -0.0269072085  0.0545394673 -0.024679000 -0.0315218660    il_235
## Hlil_239       0.0303196176 -0.0168787943 -0.016639703 -0.0039713244    il_239
## Hlil_240       0.0470956450 -0.0256496761  0.075827847  0.0127481311    il_240
## Hlil_241      -0.0134936301 -0.0111061725 -0.017209644 -0.0540651654    il_241
## Hlil_242      -0.1154335845 -0.0376427906  0.050544811  0.0183123729    il_242
## Hlil_243       0.0312383063  0.0264438450  0.012727507 -0.0061152863    il_243
## Hlil_244      -0.0364100426  0.0293961418 -0.015899463  0.0518843209    il_244
## Hlil_245       0.0558327860 -0.0448427914 -0.023842453  0.0010535456    il_245
## Hlil_246       0.0558055654  0.0764375510  0.033134819  0.1161337560    il_246
## Hlil_247       0.0217950549  0.0125590963 -0.003038309  0.0144974643    il_247
## Hlil_248      -0.0777964196  0.0309648151  0.044150152 -0.0022760866    il_248
## Hlil_NBG_351   0.0045279420 -0.0436308821  0.024577219  0.0176178440 il_NBG_35
## Hlil_NC_167   -0.9271863617  0.2967105093  2.713994180 -1.0805104077 il_NC_167
## Hlil_NC_170   -0.2021642301  0.0630624743 -0.162528309 -0.0285503214 il_NC_170
## Hlil_NC_171   -1.4674432732 -1.1744759956 -0.191627949  2.4281010062 il_NC_171
## Hlil_NC_172   -1.1751259738 -0.2432048161 -2.174416539 -1.7359523643 il_NC_172
## Hlil_NTBG_260 -0.0841316425  0.0011383128  0.052807777 -0.0080858005 il_NTBG_2
## Hlil_W_222    -0.0359078175  0.0406111768 -0.048620255 -0.0083409775  il_W_222
## Hlil_W_223    -0.4427572831  0.0727332528  0.059854376  0.0476397541  il_W_223
## Hlil_WBG_226  -0.0045302141 -0.0089667799 -0.017272884  0.0083102172 il_WBG_22
##                 missing
## Hlil_130      0.2573884
## Hlil_132      0.2151183
## Hlil_137      0.3489933
## Hlil_143      0.3947957
## Hlil_145      0.2417285
## Hlil_146      0.4548452
## Hlil_147      0.1415283
## Hlil_148      0.1936889
## Hlil_150      0.1524785
## Hlil_152      0.1588367
## Hlil_153      0.1387025
## Hlil_154      0.1732015
## Hlil_155      0.4628518
## Hlil_156      0.4116331
## Hlil_157      0.2562110
## Hlil_158      0.3286236
## Hlil_159      0.1928647
## Hlil_160      0.3202637
## Hlil_161      0.1331685
## Hlil_162      0.1676675
## Hlil_163      0.1209231
## Hlil_164      0.1723773
## Hlil_165      0.1399976
## Hlil_166      0.1537737
## Hlil_168      0.3674791
## Hlil_169      0.1846226
## Hlil_173      0.1590722
## Hlil_174      0.1323443
## Hlil_175      0.3300365
## Hlil_176      0.1868598
## Hlil_177      0.1543624
## Hlil_178      0.2042859
## Hlil_179      0.1428235
## Hlil_180      0.1428235
## Hlil_181      0.3752502
## Hlil_182      0.1893324
## Hlil_183      0.2863535
## Hlil_184      0.5437419
## Hlil_185      0.3174379
## Hlil_186      0.3730131
## Hlil_188      0.2930649
## Hlil_189      0.3982103
## Hlil_190      0.2822324
## Hlil_191      0.3029554
## Hlil_193      0.2188861
## Hlil_195      0.5539856
## Hlil_196      0.2206523
## Hlil_197      0.2393736
## Hlil_198      0.2623337
## Hlil_199      0.2709290
## Hlil_200      0.2297186
## Hlil_201      0.2666902
## Hlil_202      0.2162958
## Hlil_203      0.2883551
## Hlil_204      0.3869069
## Hlil_205      0.1717885
## Hlil_207      0.2750500
## Hlil_208      0.5302013
## Hlil_209      0.3298010
## Hlil_210      0.2369010
## Hlil_211      0.2463205
## Hlil_212      0.5289062
## Hlil_213      0.2325444
## Hlil_214      0.1475333
## Hlil_215      0.4506064
## Hlil_216      0.3773696
## Hlil_217      0.4803956
## Hlil_219      0.2097021
## Hlil_220      0.2089956
## Hlil_221      0.5767102
## Hlil_224      0.2434946
## Hlil_225      0.4469563
## Hlil_226      0.2783469
## Hlil_228      0.4666196
## Hlil_229      0.4713293
## Hlil_231      0.3812552
## Hlil_232      0.5412693
## Hlil_233      0.3303897
## Hlil_235      0.2239491
## Hlil_239      0.5230190
## Hlil_240      0.5635229
## Hlil_241      0.4507241
## Hlil_242      0.3789003
## Hlil_243      0.2466737
## Hlil_244      0.3840810
## Hlil_245      0.4166961
## Hlil_246      0.3155540
## Hlil_247      0.3394560
## Hlil_248      0.3493465
## Hlil_NBG_351  0.2856470
## Hlil_NC_167   0.1396444
## Hlil_NC_170   0.3449900
## Hlil_NC_171   0.1129165
## Hlil_NC_172   0.1422348
## Hlil_NTBG_260 0.3236783
## Hlil_W_222    0.4463676
## Hlil_W_223    0.3381608
## Hlil_WBG_226  0.5464500

Clustering is nearly identical in all of them, which shows the consistency of the SNPs in the vcfR object. I’m going to stick with the 0.6 SNP completeness cutoff.

#choose a cutoff resulting in an acceptable amount of missing data in each sample, and maximizes SNPs retained while minimizing overall missing data, and filter vcf
vcfR<-missing_by_snp(vcfR.miss50, cutoff = .60)
## cutoff is specified, filtered vcfR object will be returned
## 34.95% of SNPs fell below a completeness cutoff of 0.6 and were removed from the VCF

#> 34.95% of SNPs fell below a completeness cutoff of 0.6 and were removed from the VCF
# take a quick look at the vcfR object
vcfR
## ***** Object of Class vcfR *****
## 98 samples
## 3632 CHROMs
## 5,525 variants
## Object size: 39.5 Mb
## 18.2 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>98 samples
#>3632 CHROMs
#>5,525 variants
#>Object size: 39.5 Mb
#>18.2 percent missing data
#>*****        *****         *****

Step 5: Quality Unaware Filters

#remove singletons (loci with only a single variant allele which have no phylogenetic signal)
vcfR.mac<-min_mac(vcfR = vcfR, min.mac = 2)
## 21.57% of SNPs fell below a minor allele count of 2 and were removed from the VCF

#> 21.57% of SNPs fell below a minor allele count of 2 and were removed from the VCF
#compare the two files
vcfR
## ***** Object of Class vcfR *****
## 98 samples
## 3632 CHROMs
## 5,525 variants
## Object size: 39.5 Mb
## 18.2 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>98 samples
#>3632 CHROMs
#>5,525 variants
#>Object size: 39.5 Mb
#>18.2 percent missing data
#>*****        *****         *****
  
vcfR.mac
## ***** Object of Class vcfR *****
## 98 samples
## 3031 CHROMs
## 4,333 variants
## Object size: 32.3 Mb
## 18.32 percent missing data
## *****        *****         *****
#>***** Object of Class vcfR *****
#>98 samples
#>3031 CHROMs
#>4,333 variants
#>Object size: 32.3 Mb
#>18.32 percent missing data
#>*****        *****         *****
#compare clustering between the objects with and without the previous minor allele count filter
# to ensure that the mac filtering is not biasing results
assess_missing_data_pca(vcfR, popmap.miss50, clustering = FALSE)

##                     PC1         PC2          PC3         PC4          PC5
## Hlil_130      -5.509311  -2.6802533   0.52547499 -1.24883495  3.420138047
## Hlil_132      -5.834578  -3.8858139   0.80993619  0.60456984  1.788530323
## Hlil_137       3.358140   2.0198911  -0.55873745 -1.01941877  2.979225083
## Hlil_143      -5.847717   3.6884528   0.16240936 -1.82161358 -0.250228934
## Hlil_145      -6.055754  -3.0532886   0.24739756  0.48954996 -1.245015036
## Hlil_146      -4.116755  -2.0774884   0.31253558 -0.44305366  0.088361427
## Hlil_147      -5.862412  -3.3394040  -0.10992876  5.21075087 -0.871767695
## Hlil_148      -7.412092   4.9747043  -0.42962788  0.38068763 -0.403435401
## Hlil_150      -5.790898  -2.8387818   0.08885740  3.16980613 -4.472648860
## Hlil_152      -7.156413   3.9644438   0.11090187  0.61917104 -0.958187103
## Hlil_153      -7.293250   4.9245016  -0.40384853  0.16857949  0.215381010
## Hlil_154      -6.103498  -2.9166629   0.79328066  0.83906584  0.050702884
## Hlil_155      -3.940156  -2.0329608   0.30783931 -0.79103694  0.114422033
## Hlil_156      -5.279592   3.7086336   0.59529340 -1.92484665 -0.459492488
## Hlil_157       3.726981   2.0522774  -0.25837544  2.07779571 -1.680886245
## Hlil_158      -6.164225   4.1386977   0.07887132 -1.70383501  0.094339664
## Hlil_159      -6.292048   4.0887024  -0.61264032  1.04214154 -1.721077997
## Hlil_160      -5.182594  -1.3866693   0.54340231 -1.09939363 -1.235253298
## Hlil_161      -6.858928   4.5100275  -0.15808030  1.54965073  0.661799462
## Hlil_162       4.054465   1.7380340  -0.36795412  5.74884586 -0.072169084
## Hlil_163       4.496198   1.8464003  -0.32063444  6.36103788 -0.978201886
## Hlil_164       4.374009   2.2558953   0.05721987  1.24668748 -2.517209307
## Hlil_165      -5.901192  -3.0182666  -0.17008798  2.46119844  3.930921768
## Hlil_166       4.448823   2.2054906  -0.04648488  0.63387331  5.737906319
## Hlil_168       9.062541   0.2829779   0.94473989  0.27799731  2.037398265
## Hlil_169      13.817912  -0.6008751   0.40903184  1.53677278  1.965919488
## Hlil_173      -5.212880 -10.1915493   1.22005441  0.96355149 -0.002214653
## Hlil_174      -5.327278 -10.5295867   1.45171271  0.84415921 -0.068407367
## Hlil_175      -4.596954  -8.2945007   1.29076863 -0.53475517  0.769625929
## Hlil_176      -7.044015   4.1287878  -0.61930252  1.49124772  0.416122250
## Hlil_177      -6.297680   3.7807627  -0.81708045  3.04249980 -1.285343644
## Hlil_178      -6.761072   3.9765886  -0.08167206 -0.38640874  0.194671125
## Hlil_179       4.091865   1.9918237   0.69205640  2.66719034 -0.145231028
## Hlil_180       4.793276   2.6330707  -0.72290150  5.01756370  2.733207600
## Hlil_181      -2.080066  -6.4698481  -0.05951129  0.66252300  1.048513533
## Hlil_182      -4.684010  -3.5773262   0.57062295  0.50616822 -1.844208096
## Hlil_183       3.542995   1.6272542  -0.57295611  2.28858223  1.317985853
## Hlil_184       3.145366  -2.6740382   0.67199858 -1.54173317  0.350608614
## Hlil_185       3.945989   1.1815298   0.06314896 -0.78999857 -0.448089206
## Hlil_186       3.706466   1.8071075  -0.54246997  0.49555676  1.274671710
## Hlil_188       4.650436  -4.8831037   0.80501399 -0.25904279 -1.350402071
## Hlil_189       4.323873  -3.7066453  -0.17805542  1.24916316  2.583782349
## Hlil_190       3.651354   1.2305833   0.91972441 -0.57346544 -1.288249661
## Hlil_191       3.328179   1.5873608   0.82623709 -1.34439925 -0.946877457
## Hlil_193       5.509331  -5.1351611   1.00828185 -0.61507455 -2.003370446
## Hlil_195       2.590723   0.6598709  -0.48274418  0.19035906  1.317742815
## Hlil_196       4.304548   2.1593593   1.27901743 -0.43742167 -1.461499800
## Hlil_197       4.332037   2.4763267   1.00769926 -1.49276266 -1.824473072
## Hlil_198       4.743479   1.7786709  -0.69520411  2.94517835  0.986463680
## Hlil_199       4.353128   2.5245495   0.55937414  0.36791961  1.285617859
## Hlil_200       3.987025   2.3357494   0.75032503  0.49481473 -2.563743155
## Hlil_201       3.027791  -3.0774756 -17.16238888 -0.79119615 -1.543309223
## Hlil_202       4.134658   1.1907074   0.23156438  0.84978964 -3.058574810
## Hlil_203       4.623342   1.8710485   0.04785056 -0.28739886  1.532109294
## Hlil_204       3.685693   1.5914529   0.97100204 -1.95521416 -0.809531434
## Hlil_205       4.977232   2.2176305   0.16471506  1.95151453  1.205080036
## Hlil_207       3.562006   1.6467468   1.32596908 -2.89508399 -1.987524505
## Hlil_208       2.555087   1.5132915   0.05153518 -0.14069353  0.132033217
## Hlil_209       3.466674   1.3433623   1.27248015 -1.92157362  0.537729242
## Hlil_210       3.783485   1.7675484   1.63149135 -0.64650615 -2.497820773
## Hlil_211      -4.505900   3.6489640   0.21072765 -0.42474001 -1.141976580
## Hlil_212      -1.880435  -4.8700691  -0.20377129  0.02825220 -0.197859927
## Hlil_213       3.558810   2.2566913   0.59853568  0.91114780 -2.093819387
## Hlil_214      -5.293000  -2.4342461   0.36296714  0.09612890 -2.481537263
## Hlil_215       3.081228   1.6589381   1.14474597 -2.16486257 -0.035285398
## Hlil_216       3.130619   1.9158968   0.62837868 -3.71164987 -0.938989432
## Hlil_217       3.152595   1.0574139   0.33579061 -0.08374066  2.089612057
## Hlil_219      -4.288334 -10.6448027   1.44997698 -1.13533148 -0.823685294
## Hlil_220       4.144888   1.4641560   0.94334030  1.50189105 -1.087188102
## Hlil_221       2.581513   0.6090483   0.60201415 -0.93889435  0.689172796
## Hlil_224       3.751940   1.1193023   0.05978022  0.70788110  2.035137341
## Hlil_225       3.059805   0.5186719   0.63841388  0.98754284  1.936608786
## Hlil_226       4.413788   0.8466923   1.41974591 -1.26382662 -0.560337301
## Hlil_228       3.193265   0.2966428   0.69770764 -1.67397108 -0.542787416
## Hlil_229       3.726412   0.5885770   0.82445557 -1.77193711 -2.064506153
## Hlil_231       4.059688  -4.8307127   1.37689761 -1.43656348  2.009791185
## Hlil_232       3.134627   0.7082785   1.18446575 -2.66550131 -0.440455809
## Hlil_233       4.539630   0.4970634   0.35276646 -0.83461905 -2.663005833
## Hlil_235       5.489586  -5.4838684   1.08730061  1.29094911 -4.567002859
## Hlil_239       3.186883  -3.4529668   0.31245054 -0.17983526  1.866565212
## Hlil_240       3.321120   0.3924288   1.13248963 -3.02472095  0.075980540
## Hlil_241       3.110753   0.9980052   1.18092270 -2.17961589 -2.179697281
## Hlil_242       4.314713   1.8302280   0.13259213  0.17558792  1.534226716
## Hlil_243      -6.457469   4.5519495  -0.37673073 -3.23032951 -0.319024996
## Hlil_244      -5.075145   2.9968148  -0.24957866 -2.77203401  1.933963348
## Hlil_245       4.812322  -5.2300184   0.09554814 -0.79059904 -1.151133324
## Hlil_246      -5.769803   3.8666034  -0.29523577 -2.60397928  0.864299451
## Hlil_247       4.388710  -4.4560772   0.30260928 -3.42202133  2.698315167
## Hlil_248      -4.498317  -1.5148493  -0.15051302 -0.97475302 -0.648466046
## Hlil_NBG_351  -4.661301 -10.4116028   0.87714939 -0.41683564  2.325016926
## Hlil_NC_167   -7.083681   4.6829338  -0.45325403  1.39385566  0.503206461
## Hlil_NC_170   -4.538591   3.3353671  -0.01469256 -0.61807305  1.096656263
## Hlil_NC_171   -7.245902   4.8157817  -0.22214692  0.95842237  0.035379609
## Hlil_NC_172   -7.360419   4.6379760  -0.40236684  1.53148332  0.373324236
## Hlil_NTBG_260 -6.170835   4.0359232  -0.56483741 -2.16601998  2.086657512
## Hlil_W_222     2.417007  -3.3981654 -14.53531671 -2.08654856 -0.211782572
## Hlil_W_223    -3.902304  -8.2307424   0.76893468  0.82098929 -0.062452794
## Hlil_WBG_226  -3.388207   2.5771584  -0.68141196 -1.61433018  1.280513016
##                        PC6         PC7         PC8         PC9        PC10
## Hlil_130      -0.275406677 -0.74645141 -0.12149580  2.64226155  1.22779577
## Hlil_132      -0.993579743 -0.71383947 -0.19351284  2.83114996 -1.27396252
## Hlil_137       2.892476905 -1.76410141  1.01760929 -1.76888801  0.26819710
## Hlil_143       0.005041841 -2.26078686  2.73320939  0.74482132 -0.84830902
## Hlil_145       3.252403353 -3.16389420 -0.22734501 -2.36475264  0.31592161
## Hlil_146       0.223900758 -2.09524783  0.21782752  0.70576931 -1.70685503
## Hlil_147      -1.859510991  1.37926235 -0.81953191  1.22218281  0.12233896
## Hlil_148      -3.398140519  0.73015041  0.90297865 -1.72918358  2.43321962
## Hlil_150      -2.084063625  0.42260270  3.69606525 -1.37377711  0.47500906
## Hlil_152       1.050373545 -0.05274380 -0.74353944  1.24027905 -0.03463622
## Hlil_153       1.234031247  0.38201384 -0.95092598  0.36280487  0.74752489
## Hlil_154       3.041702591 -2.82508032 -0.54292482  1.85489607  1.38470787
## Hlil_155       1.528930578 -1.55804189  1.79258533  0.95150422 -2.47025886
## Hlil_156       0.852915573 -0.80121212  1.13730637  0.71454236  0.02203295
## Hlil_157       1.986819685 -1.61506900  0.80326672 -0.82763153 -0.32849549
## Hlil_158       1.508619492 -1.15681120  1.58218620  0.71801225 -0.26687223
## Hlil_159      -0.701867137 -0.67464247  0.27063962 -3.07900205  2.76945533
## Hlil_160       1.016206453 -1.47277936  0.40387934 -0.93617100  0.23492583
## Hlil_161       1.556210274 -1.48579264 -3.32495035 -0.03004188 -0.45936508
## Hlil_162       1.464581886  0.83777128  1.00293926  0.08362211  1.14782264
## Hlil_163       2.741310280 -2.66255444 -2.34806738  0.49591933 -2.24918436
## Hlil_164      -3.667271213 -2.12547382 -0.45749851 -0.58641917 -1.92964626
## Hlil_165      -2.702878441  0.16232184 -1.30021080  2.15943316  2.25223918
## Hlil_166      -2.008640157  1.42058269 -1.57213093  2.01436985  2.39260551
## Hlil_168      -0.420604005  0.24969096 -0.07310597 -0.57000479  0.43632962
## Hlil_169      -0.524845065 -0.30889323 -0.34594913 -1.10419434  0.45723262
## Hlil_173       0.456403664 -0.45079298 -0.07023782  0.74038971  0.39308964
## Hlil_174       0.594690574 -0.38278050 -0.13887129  0.74783867  0.47170129
## Hlil_175       1.151969885 -0.92346505  0.74960804  1.17369153 -0.46557643
## Hlil_176      -0.712320039  0.67757900 -0.80707772  0.17043006  0.51838394
## Hlil_177      -0.606474956  1.07088656 -1.02943278  0.59991694 -2.14583930
## Hlil_178       0.201571540  0.06697495  0.30182520  0.22352260 -0.09018857
## Hlil_179      -2.500962928  2.47612583  3.57241506  1.19311258  3.84981138
## Hlil_180       1.648747023  3.88581420  1.18845473 -0.18563374 -0.49586347
## Hlil_181       0.403059102 -0.18891461 -0.02832424 -1.66558588 -0.31080430
## Hlil_182       0.255559553 -0.38433593 -1.55392191 -0.79128048  0.58153136
## Hlil_183      -0.918929539 -0.50274757 -1.94532112  0.38844246 -3.51345894
## Hlil_184      -0.422127549 -1.05200407  0.22506604  0.60285830  0.49451811
## Hlil_185      -2.179704188 -1.78395417 -0.79971579 -0.62010294 -1.18067062
## Hlil_186      -1.598065591 -2.05506784  2.51870621 -2.48873040  2.09584122
## Hlil_188      -1.489520699 -0.68075344 -1.54970353  0.08135956  1.14004695
## Hlil_189      -0.447609607 -2.77289689  1.02973204 -2.10801005 -0.42977601
## Hlil_190      -0.862339148 -2.81025702 -2.03364815 -2.38055052 -0.02620555
## Hlil_191      -0.837438660 -1.55297639 -1.74953752 -0.13573490  0.51735454
## Hlil_193      -1.789937475 -2.17076731 -3.66358120  0.64887280  0.34812183
## Hlil_195       0.460415240 -0.83192385  0.04328173 -0.67645138  0.13360914
## Hlil_196       2.644350845  0.30672429  2.36462238  1.88678814 -5.25305010
## Hlil_197       0.803655742  0.54106462  3.17717984  1.83722713 -1.79589580
## Hlil_198       1.312278358 -1.10294221  2.86783045 -3.95685126  0.42619882
## Hlil_199       0.040945401 -0.09698643  1.24810951 -0.31006954  1.66840753
## Hlil_200      -0.405695286  0.48904732 -1.64223898 -1.09643419  0.85365739
## Hlil_201       0.161385127 -0.25836076 -0.13694759  1.75461630  0.69305740
## Hlil_202       2.666144411  1.59875382 -0.91787079 -3.16677404  0.98958981
## Hlil_203       4.127815750  0.92860957  1.33254056  0.09817717 -0.49117420
## Hlil_204      -0.220978303 -0.54324552  0.57058829  1.48103938  0.82006918
## Hlil_205       2.938525888  1.41322467  4.31100635  1.03199397 -2.15109187
## Hlil_207       1.204070737  2.53797252  3.75397860  3.29758263  2.31538328
## Hlil_208      -1.837830277 -0.74639709  0.21380130  0.07348158  0.67831048
## Hlil_209      -0.415831777 -0.53184004  1.01041863  2.51525869  1.50712645
## Hlil_210      -1.117790300  2.40115770 -1.65174125  2.49518556  2.55649190
## Hlil_211       1.517103801  1.80735936 -0.43009416  1.96098013  2.11023929
## Hlil_212      -0.231433368 -0.67864600 -0.24552597  0.85705053 -0.65339556
## Hlil_213      -1.568592070 -1.60080735 -0.14733867  0.15511878 -1.46781679
## Hlil_214      -0.956961875 -1.12011245  1.65639863 -0.50024278  2.22143514
## Hlil_215       0.574433558 -1.73902378  0.60265272  1.51633770  0.21328491
## Hlil_216      -1.435591523 -1.67908680  1.61689616  0.31945443  0.41353050
## Hlil_217      -0.976869099 -1.02028137 -0.90758316  0.54352643 -1.30939961
## Hlil_219       1.383911915  1.91552948  2.71065448 -0.73807166  1.62314734
## Hlil_220      -2.305863612  0.32273146 -0.64872197  3.84062794 -3.73708559
## Hlil_221       0.716020466  0.89062868  0.05278208 -0.42903037 -0.43272248
## Hlil_224       5.468035170  1.77030725 -2.94849250 -0.37558065  3.47712648
## Hlil_225      -1.105647381 -0.57568997 -0.37038409  1.44478083 -0.66444926
## Hlil_226       0.610389164  1.77260449 -3.34930341  0.11737157  0.29893427
## Hlil_228       2.048137495  0.43782020 -1.64718183  0.50483769  0.83885429
## Hlil_229       0.898737636  1.29906160 -3.26190239  0.84101677  0.48320798
## Hlil_231       0.455614313  0.12067943 -1.20086110 -0.07699248  0.65814385
## Hlil_232       0.213192648  0.93250359 -1.73939547 -0.29325721  0.02577896
## Hlil_233      -1.728210875  2.89304478  0.41650792  2.03966653  0.41895817
## Hlil_235      -0.938343382  3.20038892 -0.22331047 -1.13290566 -1.59667929
## Hlil_239      -2.292986066 -1.19995692  0.94840219 -0.13292535  0.23172301
## Hlil_240       0.467888420 -0.58140989 -0.28022097  0.93857942 -0.16242850
## Hlil_241       1.407510815  0.43843091 -1.55255525  0.78207857 -0.54850209
## Hlil_242      -4.574419318 -1.29613666  2.08402199 -1.18650608 -0.92692945
## Hlil_243      -0.963303035  2.30992639 -1.30723801 -3.16039744 -0.87623661
## Hlil_244      -0.006128018  0.76359592 -0.61522177 -1.13618455 -2.16098041
## Hlil_245       0.664064602  2.57994265 -0.73112555 -4.53432444 -0.25317896
## Hlil_246       0.012028746  0.25377020 -0.73135414 -2.07316872 -1.23713479
## Hlil_247      -0.541115821  0.22369927  0.15399914 -2.65240340  0.99112601
## Hlil_248      -0.236894311  0.62287098  1.27501012 -1.45665401  0.15042599
## Hlil_NBG_351  -0.640262043  6.24103510 -0.37317018 -1.07353958 -3.99231147
## Hlil_NC_167   -0.512363136  0.71867519 -0.82372547  0.18186528  0.53416373
## Hlil_NC_170    0.062615661 -0.37582206  0.02891994  0.04659154 -0.22963522
## Hlil_NC_171   -0.241282229  0.52060064 -0.74807208  0.27060770  0.72184891
## Hlil_NC_172   -0.435765450  0.75813174 -0.87879798  0.08433679  0.52676436
## Hlil_NTBG_260 -1.922235655  3.08982386  0.14880684 -2.38265507 -2.54376415
## Hlil_W_222     0.179483000  0.44837590 -0.08834056  0.68113784 -0.35147723
## Hlil_W_223    -0.357165615 -0.83838311  0.23530375  0.26535058 -0.10305300
## Hlil_WBG_226  -1.134482934  1.70231238  0.01926379 -1.88755619 -2.51399272
##                      PC11          PC12        PC13        PC14        PC15
## Hlil_130       1.43799874 -3.302652e+00 -0.37804031 -0.83965167 -0.24507736
## Hlil_132      -1.83263884 -2.588736e+00  3.14516101 -1.17448575 -2.08437507
## Hlil_137      -1.60395853  3.808926e+00  0.67156699  2.73430883 -0.98651559
## Hlil_143      -1.76566594 -1.243586e+00  0.26460120 -0.59819889 -0.14651414
## Hlil_145       0.40364408 -8.205582e-01  1.53645735 -3.39891611 -1.19509313
## Hlil_146      -2.87499564  1.744153e+00 -0.27333359 -1.21437070 -1.47736110
## Hlil_147      -2.69541855  3.182778e+00  2.00000537  2.45924112 -1.21226848
## Hlil_148       2.26731322 -1.431729e+00  2.68794286 -0.84102090 -0.28726586
## Hlil_150      -1.45149371  2.014764e+00  0.22853224 -1.81542993 -2.35788639
## Hlil_152      -1.06486116 -1.167546e+00  0.46280062  2.35692580  1.62476565
## Hlil_153       1.14936833 -3.433478e-01 -0.79140613  0.29508685  1.93284303
## Hlil_154       2.54275706  7.907104e-01 -1.43418085 -0.65724771  1.13250865
## Hlil_155      -2.26459568  5.259265e-01 -1.24907525 -0.50544249 -2.27270391
## Hlil_156      -0.18474105  2.181485e-01 -0.11232266  0.11908230 -0.72489275
## Hlil_157       2.03200820 -6.018564e-02 -0.22198828  1.84134696  0.52569700
## Hlil_158      -0.40518712 -9.834674e-01 -0.33553053  0.36448559  0.94203250
## Hlil_159       1.02221668  6.304892e-01 -0.11993780  0.53348649  0.00584014
## Hlil_160      -0.43477287  7.550746e-02 -0.80860683  0.41657573  0.20419638
## Hlil_161       1.49542147  9.863378e-01 -0.61932208 -0.88054023  2.19489053
## Hlil_162       0.11466076 -6.815679e-01 -0.42366220 -0.84280601 -2.05943334
## Hlil_163       1.63932733 -8.738695e-01 -3.51159442  1.60754411 -1.74541790
## Hlil_164      -0.17353567 -1.570027e+00 -2.28046631  1.06857560  1.08925986
## Hlil_165      -2.00427107  2.054470e+00 -1.45623905  0.89366075  4.56698949
## Hlil_166       2.60995700  4.020610e-01 -0.95467903 -3.26638729 -2.22415121
## Hlil_168      -0.86591290  1.438932e+00  0.41979869 -0.98861892  0.11154832
## Hlil_169      -0.10568200  4.134176e-01 -1.03476413 -0.62647896  0.40023592
## Hlil_173       0.09567286  4.397033e-01 -0.84888164 -0.26005871 -0.07419713
## Hlil_174       0.14581183  2.102581e-01 -0.60235975 -0.47587207  0.03646046
## Hlil_175      -0.63452421 -5.695855e-01 -0.62952771 -0.88378399 -0.77565859
## Hlil_176      -0.17331573 -3.342698e-05  0.59551218 -0.51214339 -0.09851637
## Hlil_177      -1.71985998 -1.198060e-01  2.80264376  0.22011062  2.99765213
## Hlil_178      -0.69238222 -3.158706e-01 -0.05967441 -0.21848558 -0.58587961
## Hlil_179      -1.54266354 -4.044110e+00  0.08118293  0.80940872 -2.34342653
## Hlil_180      -1.06204464  3.353970e-01 -1.30414945 -1.57785804 -1.47698266
## Hlil_181       0.13443236 -8.786084e-02  0.42799771  0.33989628  1.18007804
## Hlil_182      -0.76164924 -8.131209e-01  0.82990106  2.00045301  3.08609387
## Hlil_183       0.28365231 -8.815265e-01  0.69313278 -0.39262507 -1.03264104
## Hlil_184      -0.45299348 -8.818983e-02 -0.66786982  1.49949030 -0.25827647
## Hlil_185      -0.53710427  3.909419e-01  0.82923833  2.32972624 -1.98605998
## Hlil_186       0.16393304 -4.842020e-01 -0.19952897 -1.37763853  0.43660676
## Hlil_188      -1.92623172 -2.210824e+00 -0.72721617  3.31886594  1.30343276
## Hlil_189       0.85451587  1.914328e+00  1.57310809 -0.44611226 -0.66567235
## Hlil_190       0.65305811  4.084874e-01  0.32622246  0.68540929  0.67262607
## Hlil_191      -0.97309196 -1.825832e-01 -1.01027602  2.65306544 -0.17005304
## Hlil_193      -2.04906727 -4.620815e+00 -4.47717965 -1.19556554 -1.26379309
## Hlil_195      -0.19090201  1.081579e+00  0.80710107  0.06918149  0.64852825
## Hlil_196       2.53291389  6.189054e-01  0.32442943 -0.37360662  0.98259125
## Hlil_197       0.70282192 -1.211598e+00 -0.40053650  0.76823845  0.23810803
## Hlil_198       1.38374332 -2.114705e-01  3.41032177  1.29186038 -0.56763774
## Hlil_199       0.12795583  4.407730e-01 -4.65278917 -1.70912828  1.82398804
## Hlil_200       1.67817328 -4.616772e-02 -1.94832639  1.09412799  0.95414181
## Hlil_201       1.12912656  3.075469e-01  0.28524684 -0.67497400 -0.06108379
## Hlil_202      -2.14519720 -1.667674e+00  1.17860600  2.63176414 -0.36879132
## Hlil_203      -3.17056457 -2.627160e+00  0.74411064  1.32465872  0.14468618
## Hlil_204       0.40106362  7.547480e-01  0.01941999  0.82415960 -0.51414337
## Hlil_205      -0.77207081 -1.968688e+00 -0.18477600 -1.50684314  4.27859488
## Hlil_207       2.17301588  2.066047e+00 -2.43633745  1.53591367  0.70091929
## Hlil_208      -0.04210656  1.133029e+00 -0.55597493 -1.43860027  0.54926765
## Hlil_209       0.06502503  4.666890e-01 -0.85892312  0.37102159 -0.32503290
## Hlil_210       2.40890541  1.818485e+00  1.45134316  1.87579333 -0.58273869
## Hlil_211      -0.65363779  9.820829e-01  0.52848127  0.59577870 -0.20616463
## Hlil_212       0.51815289  5.184350e-01 -0.26545740 -0.60510726  0.41456644
## Hlil_213       4.10589903 -1.454529e-01  0.49458654  0.52872764 -0.85550629
## Hlil_214       2.35296628  3.084567e+00 -0.67190985 -0.90087874  0.43452933
## Hlil_215      -0.79332378  1.321638e+00  0.64313762 -0.78473013 -1.78483467
## Hlil_216      -1.19135783  1.868219e+00  0.11446801 -0.36882432 -0.69939889
## Hlil_217      -0.27086369  6.507723e-02  0.08025119  0.28988079  0.81953577
## Hlil_219       2.82742420 -8.699475e-01 -0.57547544  1.60595193  0.40164913
## Hlil_220       3.75670920  1.270773e+00  2.11272758 -1.40925737  2.23071539
## Hlil_221      -1.71407851  1.706387e-01 -0.07212435 -0.67030435  0.03222392
## Hlil_224       0.30636698 -2.383451e-01 -0.79503101  0.82586781 -1.11921860
## Hlil_225       0.18371941 -2.013369e-01  0.44858281  1.87494727 -0.52653729
## Hlil_226       0.76437269  1.122577e+00  1.69877949 -2.06253506 -0.85519308
## Hlil_228      -0.77041948  8.419505e-01  0.29439748 -0.31060851 -1.58947672
## Hlil_229      -0.34365945  9.515797e-01  2.15553302 -0.60474635 -1.73981346
## Hlil_231      -0.87641504  4.523901e-01  3.58067440 -0.85977627  0.13644303
## Hlil_232      -1.96442747  9.803138e-01  1.22077552 -0.63039085  0.45298949
## Hlil_233      -3.17584549 -2.158242e+00  1.56286375 -0.52476526  2.10464873
## Hlil_235      -0.54163943  3.238374e-01 -2.08239132 -4.52341066  0.15212515
## Hlil_239      -0.06245753 -2.936923e-01  0.14928388  0.08971225  0.93979350
## Hlil_240       0.56539408  1.807719e+00  1.64384115  0.42552267 -0.89447841
## Hlil_241      -0.88536282 -3.833049e-01  1.70704561 -2.85284449  0.24928958
## Hlil_242       0.19135420 -5.097407e-01  1.44323939  1.25520870 -0.61971790
## Hlil_243       1.20605780 -1.682341e+00 -2.40417432 -1.29354196 -3.28745872
## Hlil_244       1.75676822 -3.096933e+00  0.53222004 -0.01644013  0.24005804
## Hlil_245      -0.77890809  1.238009e+00  1.06551593 -3.14121950  3.56463818
## Hlil_246       1.21213562 -1.866373e+00 -0.48513334 -0.20062615 -0.82035167
## Hlil_247       2.06464010 -2.594603e+00  1.24691310  0.22430042  3.65726520
## Hlil_248       1.13752470 -1.631895e+00  0.08261458 -0.59789816 -1.34743294
## Hlil_NBG_351   3.51887124 -1.522251e-01  0.04722263  4.25086126 -2.48578530
## Hlil_NC_167   -0.13641928 -3.812119e-01  0.39579873 -0.64016678  0.09803412
## Hlil_NC_170   -0.45461566  8.580218e-02  0.61184546 -0.14693466 -0.34851381
## Hlil_NC_171    0.03345834 -3.245773e-01  0.27032519 -0.65333686  0.37865875
## Hlil_NC_172    0.11510418 -3.220852e-01  0.44311743 -0.76144777  0.24544546
## Hlil_NTBG_260 -2.38107020  3.074273e+00 -4.30084896  0.33684252  0.53834708
## Hlil_W_222    -0.66058383 -2.796293e-01 -0.15568632  0.69620463 -0.19302040
## Hlil_W_223    -0.40838304  6.157208e-01 -0.20787188  0.49440501 -0.32656603
## Hlil_WBG_226  -1.62844461  2.901354e+00 -2.78504553  1.42500568  0.01347046
##                       PC16        PC17         PC18        PC19         PC20
## Hlil_130       0.892479267 -1.72476324 -1.358009777 -3.40444372 -1.311760568
## Hlil_132       1.672272208 -0.58410173 -1.532047812  0.90952557  1.638608491
## Hlil_137       0.532908204 -2.18082002 -1.981754635 -0.20753645 -1.812210385
## Hlil_143      -1.680699464 -3.00231777 -0.132183877  1.39773150 -0.965961742
## Hlil_145       0.377559524 -0.99984852 -1.128588939 -0.95951289 -2.186361649
## Hlil_146      -0.260530363 -1.20718132  0.671747247 -0.75262933  0.276985628
## Hlil_147       1.245381458 -2.05836212  2.433266658  0.89330342 -0.344337664
## Hlil_148       0.053223098  0.12102722  0.048925980 -1.55712732 -1.138162023
## Hlil_150       0.077126467 -1.51498397  1.235273872  0.76116146  2.113963856
## Hlil_152       1.671527757  0.11380600  0.122501587  1.18020458 -0.071421033
## Hlil_153       0.305428408  1.95313354 -1.416423291  1.26533165  0.369041140
## Hlil_154      -0.582518081  1.71676084  1.158643015 -0.82484938  0.920336670
## Hlil_155       0.030360738 -0.58628069 -0.958928940  0.08789104  1.247130838
## Hlil_156       0.429590655 -0.44563626  0.111576412  0.37476077  0.031739644
## Hlil_157       1.005739751  0.11877308 -0.204965904  1.73247428  2.393623885
## Hlil_158       0.439957372 -0.05509119 -0.476864132  1.14242818  0.452178018
## Hlil_159      -2.953580607 -1.30131042  0.095374183 -2.53598737  1.763069130
## Hlil_160       0.570591797 -0.38353360  0.790413385 -1.45197647 -0.263296471
## Hlil_161       0.359559504  3.50367475 -0.787483495  1.16262136 -0.545169217
## Hlil_162      -3.370189298  0.02320835 -2.665297319 -5.75403400  0.647259239
## Hlil_163      -2.981960646 -1.29007507  1.321384725  0.50442169 -4.236743414
## Hlil_164       0.158635712  0.13819975 -1.748725962  2.70428560 -0.942259858
## Hlil_165       1.529473924 -0.23777775  2.857253158  0.47361468 -1.162593783
## Hlil_166      -1.285122674  0.32904415 -0.562604745  2.27498801  1.143359569
## Hlil_168      -0.340621063 -0.43238032 -0.310030270  0.14711920  0.427455584
## Hlil_169       0.845875763 -0.41980270 -0.130309556  0.08615632  0.158775082
## Hlil_173       0.583322623  0.57141032  0.074260494  0.24942953  0.278841961
## Hlil_174       0.841957235  0.63258164  0.223992436  0.10358011  0.193533299
## Hlil_175       0.665223175 -0.27156310 -0.113967111 -0.57239098  0.620889268
## Hlil_176      -0.875873024 -0.04514716 -0.031283972  0.83377541  0.422056828
## Hlil_177       1.281065754  1.00243310 -1.128601586  0.44780942 -0.810270990
## Hlil_178      -0.465421953 -0.89985457 -0.566144846  0.45627739  0.120420346
## Hlil_179      -1.531829699  1.09041392  3.101133612  0.81976289 -1.935034088
## Hlil_180       4.156226515 -2.71537685 -3.065358129  0.99411751  0.688379674
## Hlil_181      -0.183825870 -0.19680626  0.079480851 -1.74250473  0.424524687
## Hlil_182      -1.567973926 -0.60557046 -0.233318191 -1.35694865  0.382804248
## Hlil_183      -0.280257681  0.33691627  2.803709794 -0.71028179 -2.617346237
## Hlil_184      -0.865368120  0.79983218 -0.015753824 -0.66321379  1.453790367
## Hlil_185      -0.392343008  0.26602775 -2.500839810  1.01809159  0.536256183
## Hlil_186       0.331656282  2.42541361 -2.168546983  0.09567022  1.861095784
## Hlil_188       1.603330389 -0.77723612 -1.185569755 -1.63402274  0.235134924
## Hlil_189      -0.220028086  0.84622699  1.240485693 -0.22915720 -0.774784232
## Hlil_190       1.323492475 -0.60312352 -2.713800564  0.52921830 -0.903983153
## Hlil_191      -3.111102798  1.52651468 -2.192599458 -0.09255374  1.512010164
## Hlil_193       1.466985738  1.46520548  0.130329606  0.81088483  1.207825386
## Hlil_195      -0.730970336  1.10268633 -0.752404270 -0.05681869  0.731207852
## Hlil_196      -0.962593115 -1.02933596  2.703586410 -0.75547986  2.173399874
## Hlil_197       0.517394133  0.97793068  2.117242236  0.30653872  2.274077624
## Hlil_198       3.287375499  4.34360136 -0.054784712  0.78393459  0.004029984
## Hlil_199       0.705398268 -0.89028690  1.663687922  0.20098663  1.305115633
## Hlil_200      -0.400712405 -1.52136266  1.327418831 -1.11797986 -1.327638429
## Hlil_201       0.344473934  1.90379841  2.589926730 -1.06569641 -0.802121027
## Hlil_202       1.339719322  0.02790060  2.062610596  0.49269614  1.652423494
## Hlil_203       0.207835117  0.84844245  0.468975163 -0.05761602 -3.350536303
## Hlil_204      -0.439315712 -0.96533123  1.014714663  1.46489002 -0.056764670
## Hlil_205       0.468149173  0.76699631 -1.571010980 -0.16198532 -0.785115411
## Hlil_207       1.064752960 -0.90463161  0.136616590 -0.10911254 -1.061419422
## Hlil_208      -1.534909591 -0.67164262  0.144962775  0.57590429  0.299669801
## Hlil_209      -0.295155685  0.68750858 -1.875260733  1.35818867 -2.657653151
## Hlil_210       3.760968698 -1.05772754 -1.600711359 -3.03701463 -1.626833790
## Hlil_211       0.294786272 -0.25713833 -1.601762875 -1.44180530 -0.724110923
## Hlil_212      -0.236062507 -0.15996304 -0.315786306 -0.67384665  0.096575984
## Hlil_213       4.157128848 -3.02958269  0.925386482 -0.34987996  1.254298474
## Hlil_214       0.082595141  0.99059828 -1.148322413  2.46373301 -1.648910927
## Hlil_215      -0.366477538  0.07433242  0.487946208  0.40259345 -2.392260091
## Hlil_216      -0.971224902  0.58110189 -0.856393145 -0.06519032 -3.789164088
## Hlil_217      -0.028503321 -0.94688378  2.040912821  0.83403182  0.173954788
## Hlil_219      -1.414829380  1.91119336  0.168638492  2.19315255 -0.284398723
## Hlil_220      -1.468502362  0.19311461 -0.928635332 -2.14537939  0.945059274
## Hlil_221      -0.743043980  0.85835401  0.377136745 -0.39304575  0.824942262
## Hlil_224      -1.333956939 -0.05631884  1.563274546  0.35324145  2.318327277
## Hlil_225      -0.024123668 -0.74791238 -0.412589364 -0.76538470  1.768143334
## Hlil_226       0.164656112 -1.76865383  0.754440156  3.54969139  1.407765222
## Hlil_228      -0.628038097  0.49879139 -0.568255568 -0.06315728  1.349447726
## Hlil_229      -0.779454662  0.54662315  0.146077698  0.35299304  1.075850403
## Hlil_231       1.701017989  2.34997284  2.598526754 -1.02516485 -1.339476476
## Hlil_232       0.648352069  1.29544779  0.308070578 -0.73950461 -0.077837181
## Hlil_233      -2.781054890  0.08368237 -0.597874808  0.09508493  0.346080873
## Hlil_235       2.245245897  2.61571161 -1.639095805  0.28418337 -2.025844288
## Hlil_239      -0.174175172 -0.97078244  0.172838236 -0.46817930  0.543827747
## Hlil_240      -0.136680444  1.22754101  1.475478041  0.55370936  0.213201782
## Hlil_241      -0.618331829  1.86140132 -0.362909621 -1.94278043  0.676611618
## Hlil_242      -1.832408101  1.90397479  1.541759225 -1.00446750  0.521545569
## Hlil_243       2.388559068 -0.66925443  1.925298604 -1.94022327 -1.856924372
## Hlil_244       0.004223488 -0.60902774  0.411109222 -0.52114216 -0.701935758
## Hlil_245      -3.825004221 -3.90140441  0.527190033  1.45959280 -1.695988726
## Hlil_246       0.595885848  0.19618082  1.716035944  1.53028657 -0.346209069
## Hlil_247       1.159036493 -4.00917719 -0.007938018 -0.29137520  0.515216454
## Hlil_248       0.216576898 -0.54239807 -0.008998192  0.05911833  1.440495684
## Hlil_NBG_351  -2.869451915  1.15250983 -2.513059432  1.77744659 -1.410440669
## Hlil_NC_167   -1.018172419 -0.11978634 -0.181876914  0.88543270  0.221126455
## Hlil_NC_170   -0.496196795 -0.22293657  0.215211913  0.49164361  0.585332377
## Hlil_NC_171   -0.656489950  0.09878298 -0.088529961  1.11344958  0.285613847
## Hlil_NC_172   -1.080473956  0.14019138 -0.081971737  1.18163109  0.268927941
## Hlil_NTBG_260  0.776639372  2.11652951  0.058055346 -2.34797534  0.841749810
## Hlil_W_222    -0.115689254 -2.05383009 -2.721775075  1.36911447  0.943376297
## Hlil_W_223    -0.160006475  0.12687741  0.392083742 -0.40780125  0.350213306
## Hlil_WBG_226   0.489533592  1.18193230  0.664984095 -2.19272855  1.054581336
##                       PC21        PC22         PC23        PC24         PC25
## Hlil_130      -0.025444141 -2.66667988 -0.002623913  0.93491644 -1.066168078
## Hlil_132       0.020283829 -2.01080284  0.705891506  0.38119636  0.983669151
## Hlil_137       0.358682731 -2.24927371  0.887248638  0.33394163 -3.615855601
## Hlil_143      -1.095803176 -0.48994663  0.368572165  1.21668860 -1.395414633
## Hlil_145      -4.465541443 -0.85600433  0.742723523 -2.96468916  0.303686461
## Hlil_146       1.258080680 -1.11448605 -0.790485825 -1.09766241  0.710414871
## Hlil_147      -2.180075447  2.50383048 -0.068744175  1.33457160  1.506931648
## Hlil_148       0.122112623 -1.84166364 -1.415864810 -1.24381993  1.180402194
## Hlil_150      -0.842837675  0.79934069  0.937114669  0.48406419 -2.075803835
## Hlil_152      -2.494114675 -0.76529608 -0.829295146  0.36851995 -0.198365690
## Hlil_153      -1.026051600  1.09867189 -0.786417749  0.22223517 -1.010074446
## Hlil_154       0.843302992 -2.02638941 -2.307741883  0.22088205  0.280348472
## Hlil_155       0.456073878  0.71194344 -0.353588357 -0.06962479  0.573202419
## Hlil_156      -0.515134045 -0.08917453 -0.761030781 -0.21217346 -0.124120132
## Hlil_157       1.507750695 -1.56383982 -3.126385239 -1.17468470 -0.075517192
## Hlil_158      -0.521782824  0.78831886 -0.751934566 -0.08554188 -1.443686587
## Hlil_159       1.152579262  0.65832033  0.497840670  0.35462347 -0.360861773
## Hlil_160       0.293232516 -0.59717315 -1.405269662 -0.20922567  0.908317614
## Hlil_161      -0.297351743 -0.04672329  0.218138700 -1.14167103  0.210855141
## Hlil_162       0.044912539 -0.16522208  0.157925953  1.37044472  1.393257103
## Hlil_163       3.187977528  0.72055920  0.552883141 -0.42453421  0.512454672
## Hlil_164      -3.260120734 -2.95868860 -0.360663885  0.88999587  1.324582515
## Hlil_165      -1.166254830 -0.94778409  0.217812477  0.71182042 -1.659208450
## Hlil_166      -0.094939511  0.93359102  2.448422420 -0.64763041 -1.049018225
## Hlil_168      -0.747393136  0.27214220  0.182487312  1.64115763  0.531255601
## Hlil_169       0.007257284 -0.24014684  0.428764467  1.45649609  0.552871839
## Hlil_173       0.017358599  0.29848204  0.455766317  0.41691746  0.122376847
## Hlil_174      -0.047374495  0.14861397  0.490028484  0.66187285  0.094801260
## Hlil_175       0.550675794 -0.55524030  0.244953793 -0.21568017  0.351240311
## Hlil_176       0.261273440  1.02206034  0.328652194  0.24294739 -0.233880094
## Hlil_177       2.492465522  0.90637273  0.289039837  1.35154024  0.156407193
## Hlil_178       0.048070465  0.36065293 -0.082289711  0.40508334 -0.544925459
## Hlil_179       0.523846663 -2.09912423 -0.272139975  0.49621935  0.180762446
## Hlil_180       1.442540230  1.98926073 -0.871357983 -0.05198325 -1.048070300
## Hlil_181       0.460931148 -0.02235636  0.870525600 -1.91142139 -1.127603741
## Hlil_182       4.434276554  1.44001170  0.059410728 -2.35717926 -1.211691734
## Hlil_183      -1.110051745  1.96332158  0.622212173 -1.26207815  2.311710399
## Hlil_184      -0.417782021  1.63695488 -1.342358391  0.77090405  0.154459118
## Hlil_185      -0.959273065  1.15556554  2.090282179 -0.82336032  0.269164570
## Hlil_186      -0.087231236  2.83350173 -0.143567712 -1.15396547  0.678699151
## Hlil_188      -2.003610874  0.41180569  0.147281127 -0.83203621  1.087904640
## Hlil_189      -0.610068379  1.16407222 -1.536778785 -0.32243042 -1.085480055
## Hlil_190       1.785525732  0.21158722  2.230215105  3.05555127 -0.658749716
## Hlil_191      -1.996994790  1.05073822  1.746461950  0.83829956 -0.123358373
## Hlil_193       1.209334471 -0.59668258  2.269409604 -0.24899285 -2.475280324
## Hlil_195       0.016661495  0.24048323 -1.559470100  1.00028230 -0.015287784
## Hlil_196      -0.268938094  0.82251883  2.803977563  0.01083283 -0.668989904
## Hlil_197      -0.745762424  0.06431775  1.118005578 -0.59547323  0.066820928
## Hlil_198       0.158986108 -2.65571749  0.130531150  0.58036907 -0.144174630
## Hlil_199      -2.547150342  1.11173936 -3.698077120 -3.56979962  1.223217052
## Hlil_200      -1.569800489  1.24974356 -1.075109061  2.50538239  0.305585989
## Hlil_201      -0.669208538  0.95169587  1.618135730 -0.46872578 -3.375200088
## Hlil_202       1.317794170 -1.18440257  0.487588369 -0.90324235 -1.772084977
## Hlil_203      -2.209388150  2.97620661  0.953321188 -2.15155485  1.494187486
## Hlil_204       0.334996178 -0.64050004 -0.842847695  3.47219076 -0.443510619
## Hlil_205      -0.331470763 -0.83633309  2.275292929  0.89151893  0.131095515
## Hlil_207       1.233679034 -0.07560399  1.534267703 -0.92913743 -0.528672287
## Hlil_208      -0.081438004 -0.52552163 -1.788796643  1.51346490  0.050373092
## Hlil_209       3.452257012 -0.46595454 -0.888196020 -1.97756364  0.762271211
## Hlil_210      -2.404538271 -0.79197367  1.708673621 -1.91476372 -0.692021503
## Hlil_211       0.354943350  0.59682404 -0.554243572 -1.10415146  0.626487280
## Hlil_212      -0.557756525  0.06733554 -0.052964142 -0.53704757 -0.256809086
## Hlil_213       0.811980496 -0.17258914 -1.176797778  0.11260420  1.532752419
## Hlil_214       1.098175473  1.20872131  2.531063763 -1.48264939  2.808918959
## Hlil_215       0.160142438  0.26145079 -1.351206751  1.46105866 -0.093515690
## Hlil_216       0.067319788  0.36716892  0.411362533  0.01917461 -0.649171763
## Hlil_217       0.664383985 -0.74427692 -1.856751201  0.53995589 -0.133856741
## Hlil_219      -0.283383962  0.53477976  1.861346652  3.18929043  3.783175526
## Hlil_220      -1.218312988 -1.12389309 -0.128654501  0.71561795 -0.008136389
## Hlil_221       0.075653148  1.56824640 -1.418373604 -0.53948251  2.147625452
## Hlil_224      -1.994635651 -2.37543794  1.127971973  1.68263483 -0.229711578
## Hlil_225       1.426290613 -1.49818294 -0.158169695 -1.46757694 -0.178199252
## Hlil_226       1.127014563 -1.36092111  2.815008128 -3.12491452  1.426421550
## Hlil_228      -0.453769892  0.42611334 -2.056915035 -0.51836296  0.370483888
## Hlil_229      -0.944680417 -0.26033863 -0.627106789 -1.29724637  1.309117772
## Hlil_231       2.677208122 -0.49498739  0.185028878  1.43224716  2.579192748
## Hlil_232      -0.627954067  1.13253938 -1.919471973  1.00170037 -0.322096348
## Hlil_233       1.887575424 -0.56014232 -1.128532342 -1.83585648  0.046145507
## Hlil_235       0.351722565 -0.32169316 -2.627580623  0.57672081 -2.573927508
## Hlil_239       0.030770965  1.28547201 -0.191341893 -0.66734696 -0.773637990
## Hlil_240       0.835285030  0.49548730 -1.152336422  0.29812792 -1.598772227
## Hlil_241      -0.458793653  1.71871144 -0.040522704  2.57260621 -1.373241082
## Hlil_242      -0.268364034 -0.87662095  0.358520398 -2.59992584 -1.314192610
## Hlil_243       1.501505810  1.03266166 -0.408164850  1.66027054  0.386239726
## Hlil_244      -0.095303831 -0.44389352 -0.101684632  0.38042572  0.717574577
## Hlil_245      -0.881921909 -3.80941159  0.384647226 -0.63435656 -0.109273498
## Hlil_246      -0.308463568  0.05320202  0.257372811 -0.64485521 -0.797889772
## Hlil_247       0.856782521  4.17095805  0.361745159  0.49149467 -0.070194190
## Hlil_248      -0.223468605  0.22795176  0.432054565  0.74788996 -0.227506711
## Hlil_NBG_351  -1.225254621  0.34092603 -3.121229586 -0.89564402 -2.884174448
## Hlil_NC_167    0.314347960  0.55404166  0.311679308  0.39226667 -0.537268508
## Hlil_NC_170    0.519309671  0.36501303  0.167864855  0.30170252 -0.081918599
## Hlil_NC_171    0.206678407  0.59832096  0.329495049  0.42176686 -0.520553012
## Hlil_NC_172    0.319611231  0.76801118  0.283541976  0.48634516 -0.277405325
## Hlil_NTBG_260  0.259518878 -2.02260502  2.531306720  0.07206207  1.735997679
## Hlil_W_222     0.770777539 -1.32108146 -1.809116881  0.81229619  4.170977471
## Hlil_W_223     0.300156180  0.19392926  0.689937358 -0.73016893 -0.472179189
## Hlil_WBG_226   0.724917054 -1.99951005  1.082394243 -0.46295872  1.652270284
##                      PC26        PC27         PC28         PC29        PC30
## Hlil_130       2.99311796  0.82018963  0.875641690  1.118804500  3.43992073
## Hlil_132       0.94383516  1.94827451  1.237660668 -2.550165014 -1.13145436
## Hlil_137      -0.33090617  1.52389555  0.180484102 -2.038759742 -0.68696225
## Hlil_143       2.13183223 -0.47302557 -0.501617353  0.340160146  1.64876326
## Hlil_145      -3.38796515 -1.94771913 -0.005599356  0.723059727  1.13353502
## Hlil_146       0.50117420 -0.69090099  0.017454667 -0.547264262  0.77564500
## Hlil_147      -0.31702783 -0.53605649  0.346938922  1.079258542 -0.36395995
## Hlil_148      -0.53773116  0.39178547  1.420029841 -1.431432852 -1.29180741
## Hlil_150       0.85216837  1.02412081  2.367626928  1.215829098  0.40752851
## Hlil_152      -1.91816358  1.15034652 -0.522818500  2.856513015  0.30510275
## Hlil_153       0.88223003  1.24961791  0.565093493  2.332780771  0.24917705
## Hlil_154      -1.28996594 -1.64006868 -0.761637216 -0.849627796 -0.55216908
## Hlil_155       1.20711713 -0.38475863 -1.177352484 -0.311449328  0.31531076
## Hlil_156       1.37541580  0.86794389 -0.265193246  0.944711951  0.77690714
## Hlil_157       1.93563186 -0.63277765 -1.684014561 -0.762453296  0.34919565
## Hlil_158       0.42656535  0.18449719 -0.698024842  1.005710996  1.63395262
## Hlil_159       0.05576001 -0.04504843 -0.647961663  1.266634331 -0.23789415
## Hlil_160      -2.20663793  0.58506090 -0.906493383 -0.459960860 -0.07435292
## Hlil_161      -0.18221485 -0.75902394  2.070297596 -2.887969488 -1.03695882
## Hlil_162       0.28455665  1.08573151  1.160197867  0.399001150  0.40209802
## Hlil_163       1.49812407  0.77929630  2.816896643  1.202587729  0.90501943
## Hlil_164      -2.37863910  3.74154614 -1.350789832  0.141516285  1.73239130
## Hlil_165      -0.77371510 -1.55313327  2.578815641  0.718790706  1.76822055
## Hlil_166      -0.03972105 -1.56802599 -2.215570854 -0.235711678  0.07523573
## Hlil_168       0.39712734  0.31568546 -0.352303094  0.281312169  0.74853012
## Hlil_169       0.53945925 -0.28857183 -0.705992409 -0.467705782  0.79910005
## Hlil_173      -0.04424234 -0.42617246 -0.295462614 -0.842200342 -0.61157678
## Hlil_174       0.13571130 -0.22966250 -0.492568348 -0.406560670 -0.43318481
## Hlil_175       0.08984538 -0.08891154 -0.867118481 -0.412310886 -0.08833503
## Hlil_176       0.60164862 -0.54702304 -0.149372520 -0.065011896 -0.91534385
## Hlil_177      -0.85812215  0.70092463 -1.701843552  0.468424124 -1.34484659
## Hlil_178       0.35251776 -0.05701220 -0.562212934  0.400231435 -0.46103088
## Hlil_179      -1.21226448 -0.61487790 -1.841698603 -2.210234755  0.43265104
## Hlil_180      -3.31434150 -0.55787311 -0.663453935 -2.239996957  2.13577390
## Hlil_181      -0.88602707  1.47571374 -0.782480484  0.367432759 -0.44524579
## Hlil_182      -2.44244761 -0.70559114 -2.152181904 -0.550160990  1.97826165
## Hlil_183       2.50584676  0.04344603 -0.933096536 -1.073874255  0.26409224
## Hlil_184      -2.02473881 -0.10178618 -0.021598219 -0.577986965  0.42116544
## Hlil_185      -1.62018190  0.30909009 -0.798397328  1.783320718  1.10078304
## Hlil_186       1.74579976  0.62680316  0.225162516  3.093238488 -0.66763848
## Hlil_188       1.99017762 -2.42523283 -3.068543785 -1.242602163 -1.46185088
## Hlil_189       0.54029390  0.28185350 -1.249469789  1.867702765 -0.42749382
## Hlil_190      -1.09244030 -0.66064990  0.382754957  0.214901941 -0.09543819
## Hlil_191       1.83382551 -3.29391572 -0.674562559 -1.460259203  1.97638453
## Hlil_193       0.09856930  0.93153724  1.620316603  2.446620492 -2.79273129
## Hlil_195       1.13849762 -0.56193855 -1.070487161 -0.291592101 -0.62738637
## Hlil_196      -2.96636104  0.42611155  0.381129023  0.482339116  0.09763404
## Hlil_197      -0.11149399 -1.59099223  1.402815608  0.238773679  0.25989108
## Hlil_198       0.48616463 -0.05077377  0.067860245  1.261674143  1.62795866
## Hlil_199       0.18450642  1.68351705  1.095326436 -0.393383845 -0.61302347
## Hlil_200      -0.82390749  0.57882161  0.509712443 -1.100762259 -1.49861849
## Hlil_201       0.75801046  3.31678870 -2.609452436 -1.220377570  0.84442768
## Hlil_202       2.90014545 -1.10784487  2.305252127 -2.322342541 -0.03380547
## Hlil_203       0.57001278 -1.23100482 -0.251280406  0.534072226 -0.56390796
## Hlil_204      -1.01587103  1.46333772  0.471692959 -1.183186410 -2.31653442
## Hlil_205       0.52502566  0.37330321  0.022540272 -0.894094822 -4.64331231
## Hlil_207       0.48047124 -2.11993989  0.169133005  2.604382328 -0.10576017
## Hlil_208       0.28011421 -0.99315346  0.378329803 -0.076195240 -0.86311992
## Hlil_209      -1.24262786  1.59344114 -0.514620562  0.545087375 -0.16005896
## Hlil_210       1.06183304  0.14179536  0.984372497  0.229788324 -1.06690236
## Hlil_211       1.12528118  1.22222270 -1.490969791  0.329977617 -0.50301258
## Hlil_212      -0.08769568  0.03642427 -0.114811174  0.127383494 -0.97707182
## Hlil_213       1.32795277 -1.27863350 -1.393138407 -0.237073019  0.13873685
## Hlil_214       1.16591491  1.09398255  1.711242755 -2.658582238  0.11468305
## Hlil_215      -0.80789392  0.81683101  0.785076793  0.289125882 -1.07316344
## Hlil_216      -1.20564107 -2.15125650  0.971730871 -1.547053763  0.22543857
## Hlil_217       1.34528653  0.73382670 -0.238087238  0.014484914  1.02299087
## Hlil_219       0.21982752  1.75830765 -1.719362194 -0.770098673  1.63645271
## Hlil_220       0.19366685 -1.41558010 -0.934064477 -0.333440007  1.49220283
## Hlil_221      -0.51358431  0.74259282 -0.217892330  0.310571589  0.18187666
## Hlil_224      -2.25329082 -0.48575585  0.062299068  0.756088636  0.67660499
## Hlil_225      -0.96717390  0.90212160 -0.568736813  1.099019000 -2.17171309
## Hlil_226       0.04567273  0.39026509 -0.662492034  1.429413916  0.20751866
## Hlil_228      -0.10000690  2.11305215  0.964395429 -0.981078215 -0.61421941
## Hlil_229      -0.16830674  2.78401509  0.723964846 -1.237684304  1.07149167
## Hlil_231      -0.39785902 -0.77219042  1.243875366  3.629124349  0.98992327
## Hlil_232       1.18752746  0.45187965 -0.267879263 -0.091328493 -0.43035771
## Hlil_233      -0.83378641  0.55040187  0.438470789  0.427347442  2.64703694
## Hlil_235       0.62739599 -1.83307963  0.268948812  0.194805838  2.04047965
## Hlil_239      -0.32936431 -0.53831967 -0.813250931 -0.471608224 -2.21141833
## Hlil_240       1.24727398 -0.34204159 -0.504814172  0.168735882 -0.25561992
## Hlil_241      -0.86777134 -0.24843329  1.418215937 -1.108626595 -0.05740141
## Hlil_242      -2.75660467 -1.06226179  2.117712724 -0.555952694 -0.98251108
## Hlil_243      -1.81319260 -0.49446018 -3.193447069  1.169832405 -1.63867167
## Hlil_244       0.62012792  0.17220066  1.660387617  0.218800951 -0.57762414
## Hlil_245       1.85785251 -0.20185497 -2.100275875  1.313877004 -1.77689201
## Hlil_246      -0.47058263 -2.16406962 -0.011210320 -2.497452126  1.58197890
## Hlil_247      -0.21481122  2.38683337  3.032082245 -1.598862611  2.25480806
## Hlil_248       0.05651579 -0.59998759  1.376818567  0.411383407 -0.63554492
## Hlil_NBG_351   0.30168446  0.03632596  1.261122335  0.984615905 -1.04360284
## Hlil_NC_167    0.21466285 -0.54153884 -0.102173604  0.208699478 -0.37284840
## Hlil_NC_170    0.72311035 -0.09519201 -0.307700280  0.092642357 -0.47973221
## Hlil_NC_171    0.36874020 -0.65837789 -0.101423250  0.215533810 -0.62337192
## Hlil_NC_172    0.35085214 -0.65099954 -0.145556564 -0.115543470 -0.49797918
## Hlil_NTBG_260  0.69148790  1.07741435 -0.282996809 -0.784915497  0.99541955
## Hlil_W_222    -1.21913156 -4.00442770  3.208580964  1.363116023 -1.08052209
## Hlil_W_223    -0.34270974  0.01594382 -0.099763080 -0.831722033 -1.10986095
## Hlil_WBG_226   0.39319544  0.52280958  0.866854951  0.007415003  0.84354408
##                       PC31        PC32        PC33         PC34        PC35
## Hlil_130       0.629976346 -0.41094300  0.97058626  3.928777819  0.40757971
## Hlil_132      -0.369331342  0.95155454  1.30352223 -2.955385145 -1.29949542
## Hlil_137      -2.622342679  0.15306330  0.88802549 -1.922934510  2.29406483
## Hlil_143      -2.162706983  0.45449345 -1.07833550  0.402238478  0.12209034
## Hlil_145       2.448297667 -0.01393462  1.06389860 -1.176646941 -0.50834277
## Hlil_146      -0.157206092  0.31942781 -1.65827449 -1.064378010 -1.95997688
## Hlil_147      -0.808102746 -0.70472243 -1.72321945  1.655614499 -0.74622607
## Hlil_148      -2.340793025  3.35592997  0.98810616 -2.017945337 -2.25065768
## Hlil_150      -0.845144573 -0.40514390  0.93801585 -1.483035281  1.29656887
## Hlil_152       0.074231127 -1.25559511 -1.00348784 -1.037758600  0.01301863
## Hlil_153       2.600694837  0.38617337  0.37583450 -0.183654568  1.89460693
## Hlil_154      -0.787462068 -2.32988533 -1.50287573 -1.570415764 -1.57992790
## Hlil_155       0.426947393 -0.06365936 -1.29955024  0.024485881 -0.74689452
## Hlil_156       0.232534401 -1.15626121 -0.14391499  0.469264774 -0.04415269
## Hlil_157       1.489470864 -0.37885835  1.46166225  0.226725007 -0.15676762
## Hlil_158       1.620578603  0.54205363 -0.08222312 -0.338079234  0.52287679
## Hlil_159      -2.126583939  1.35977174  0.35219024  3.414322005  0.30737687
## Hlil_160       0.974704072 -0.76754450 -1.14804610  0.001427811  0.16438658
## Hlil_161      -1.056783235  0.38129107 -0.77754128  2.014252903  1.04033674
## Hlil_162      -0.518165083 -0.31403793 -0.86851587 -0.274791083  0.36428775
## Hlil_163       1.502062649  1.15053429 -0.50395295 -0.606339672  0.12748145
## Hlil_164      -1.328479948  0.31677380  0.05102015  0.394342705 -0.51283314
## Hlil_165       1.488102167  1.88029321  1.40900314 -0.356446423 -1.27804704
## Hlil_166      -0.270170041 -1.51452937  0.93487567 -1.563783018  0.89952487
## Hlil_168      -0.028121635  1.40083158  1.69887248  0.224906640 -1.04664157
## Hlil_169       0.096174623  0.83096697  1.03385890 -0.457766318 -1.26559777
## Hlil_173      -0.050204184 -0.14634508  0.43750144  0.359270565  0.35236609
## Hlil_174      -0.002881088 -0.12802609  0.90165485  0.317464661  0.39259366
## Hlil_175       0.047963694  0.26968691  0.04664953  0.660662200  0.61092787
## Hlil_176      -0.688158712 -0.41880477  0.03776086  0.314431214  0.62871714
## Hlil_177       0.282024807  1.39263530 -0.45019441 -0.653935568  0.50179023
## Hlil_178      -0.286601181 -0.43948053 -0.04018712  0.150095345  0.38318975
## Hlil_179       1.709540321  0.05590129 -4.10918540  0.276996776  1.43216555
## Hlil_180       2.074128283  1.60097257  1.23482755  2.027786759 -0.85952008
## Hlil_181       0.423329497  0.68934152 -0.78450081  0.687781461  0.59167888
## Hlil_182       0.009225387  1.15322438  0.92068178 -1.364245756 -0.40228854
## Hlil_183       1.029799962 -1.56227269  1.81743633 -2.029522562  1.93032201
## Hlil_184       0.168045711  1.04308270 -0.11378184  0.516492178  0.72495568
## Hlil_185      -0.021172882 -1.03180357  1.70128007  0.773958340 -0.37752436
## Hlil_186      -0.017349358  1.28346884 -0.88026714 -1.022886177 -0.52097734
## Hlil_188      -2.002448826  1.38241668 -0.85136203 -1.109505449  1.70405021
## Hlil_189       0.657636103 -2.42079602 -1.16209080 -0.333007541  0.25690185
## Hlil_190       0.102252924 -3.46787513 -0.80636463  1.146153936 -2.56638874
## Hlil_191       0.878032792  1.50962072  0.06586732 -0.157233543 -1.63307241
## Hlil_193      -0.709245252  1.78087862  0.10435437 -1.065173612  0.35867312
## Hlil_195       0.305140593  0.46220508  0.34812659  0.257965323 -0.88461033
## Hlil_196      -2.770134335  1.23730733  1.15034248 -0.065884222  1.93701363
## Hlil_197       0.879075390  1.00583903 -0.40575008  2.250503125 -1.53198551
## Hlil_198       0.203373275  1.05596855 -0.57043015 -1.605241721  1.45738208
## Hlil_199      -2.970079708 -0.68666556  1.74211184  0.150799521 -0.54215477
## Hlil_200       0.607848210 -0.39961730  0.95700972 -0.819112180 -0.93942535
## Hlil_201      -0.350150049  0.24785518 -0.37292275  0.614763642 -2.98272167
## Hlil_202       0.184076012 -1.54083024  1.82705301  0.062653098 -0.66632116
## Hlil_203      -1.993972644  0.01040290  0.30745124  0.542897414 -0.79031143
## Hlil_204       0.711885695  1.35237991  1.12915392  1.558975585  1.20080276
## Hlil_205       0.277802537 -1.98190299 -0.56302033  1.119169561 -1.83599051
## Hlil_207       1.493689243  1.16952452  0.15285544 -3.251246052 -0.28711516
## Hlil_208       0.519103393 -2.62799710 -0.66502289 -0.724405739 -1.40281279
## Hlil_209      -1.086925828  1.13357290 -0.61713288  1.198351468 -0.42577683
## Hlil_210       1.128228355 -1.18352796  0.06071411  0.741357215  0.70958214
## Hlil_211      -0.887566875 -0.02361484  0.03691680  0.070245845  0.63581047
## Hlil_212       0.990354320 -0.29285685  0.30731587  1.151752369  0.63075737
## Hlil_213      -0.252499709  0.38275887 -0.71658130  0.772294817 -1.58665756
## Hlil_214      -0.113009487 -0.92993807  0.45570449  0.294724197 -0.34427413
## Hlil_215       1.219438528  1.07240734 -0.24120590 -0.724045318 -0.97899328
## Hlil_216      -1.455679520 -0.14987471  0.01829325  0.227576523 -0.26584032
## Hlil_217      -0.164901063  0.05077573  0.48654119 -0.936397149  1.12200189
## Hlil_219       0.416716250 -0.42484010  2.01725177  0.066327961  1.46491214
## Hlil_220      -0.915602022  1.39853965 -1.00022135 -1.774485571  0.68140959
## Hlil_221      -0.167190096  1.34286643  0.28075214  0.977210546 -1.40807758
## Hlil_224      -2.450514721 -0.82433911 -1.42337858 -0.769270923 -0.36442347
## Hlil_225      -0.291994195 -3.38064819  1.02229692  0.698816790  0.51587321
## Hlil_226      -0.043657603  0.69380240 -4.25948087  0.764993047 -0.88494678
## Hlil_228       1.826656141  2.06540135 -0.40764082 -0.347362901  1.28060336
## Hlil_229       1.009534455 -0.18161458  0.35431334  1.180561874  0.88342784
## Hlil_231      -2.924000405  0.46264220  1.73860605  1.350220827 -0.98173976
## Hlil_232       1.243004008  0.05127922 -1.75854670  0.289694483  0.32500932
## Hlil_233      -0.049034337 -4.52026801  2.93265634 -1.358563691 -0.95121455
## Hlil_235      -3.003141248 -0.96553948 -1.61648379  1.141080325  2.55966568
## Hlil_239       0.463805199  0.43034408 -0.06256447  1.092963765  1.24771704
## Hlil_240       0.012073903 -0.18863739  1.08598600  0.577375589  0.94559504
## Hlil_241       1.721337207  0.26016494 -0.05720374 -1.052091134 -0.46150461
## Hlil_242       2.460818142 -0.66654192 -0.13411526  1.776919210  1.57675791
## Hlil_243       0.557966686 -0.60163444  1.77743387 -1.451519552  0.29172887
## Hlil_244       0.322015829  0.02595804 -0.32598355  1.383586177  0.28659493
## Hlil_245       2.207155162  1.72975633  0.85148403  0.883043602  0.20504791
## Hlil_246      -1.344443004  0.09718175  0.65350951  1.193624957  0.49220674
## Hlil_247      -0.308037347 -1.31288725 -4.15618699 -2.359789082  1.19339734
## Hlil_248       0.944139715 -0.16090089  0.20396907 -0.395506643 -2.85639202
## Hlil_NBG_351  -1.160500104  0.44208330 -0.79719497 -0.569243206 -3.00829350
## Hlil_NC_167   -0.403676924 -0.24641396  0.16489925 -0.047250367  0.50586350
## Hlil_NC_170    0.110662222 -0.09919173 -0.23650435  0.143407821  0.23288474
## Hlil_NC_171   -0.385383949 -0.24297151  0.27040589 -0.160746684  0.43321991
## Hlil_NC_172   -0.424871422 -0.18068211  0.27316289 -0.097527277  0.36157663
## Hlil_NTBG_260  0.744430615 -0.73824028 -0.95098550 -0.993521984  0.30135038
## Hlil_W_222     0.144373541 -0.18898594  0.18378040 -0.371148973  3.22799476
## Hlil_W_223     0.592086041 -0.19083010 -0.13946550  0.449158564  0.65655260
## Hlil_WBG_226   0.853876568  0.03710629 -1.06168903 -0.351236715 -0.54835657
##                       PC36         PC37         PC38         PC39         PC40
## Hlil_130      -1.106834597  0.035219089 -1.687297116  1.668623501  2.573425363
## Hlil_132       1.697605342  1.605357400  1.453001769 -1.079493376  1.864529687
## Hlil_137      -1.170408673  0.139688303 -1.793304495  0.149409148  1.179457451
## Hlil_143       1.527821543 -0.822922581 -1.476556516  0.204375011 -1.781954239
## Hlil_145      -0.919546510  0.124574577 -0.726679265  1.273170602 -0.871435816
## Hlil_146       1.022504686 -0.895331575 -0.722651948  0.176985372 -1.726013783
## Hlil_147      -3.155639891 -0.964592688  0.241430443 -0.191477999  2.710576363
## Hlil_148      -2.685871213  0.294692529 -0.052362228 -4.333337344  0.048085060
## Hlil_150       0.631093907 -1.492883057 -0.680182191  0.651221196 -0.773678700
## Hlil_152       1.387937061  0.520130458  1.249490726 -0.942403977  0.602046688
## Hlil_153      -0.068278322 -1.144901336  1.034453868 -0.215562963 -1.500187904
## Hlil_154       2.264955963 -4.102981700 -0.476310387 -0.575301768  1.720119121
## Hlil_155       0.360902764  1.518423859  0.164322194 -0.078211396 -0.400013018
## Hlil_156      -0.815548267 -0.680510107  1.477958523 -0.981500136 -1.223371270
## Hlil_157      -0.707689267  0.077034889  1.340585118 -0.479065249  1.394154258
## Hlil_158       0.185395392 -1.452908964  1.641593818 -1.840639043 -1.729247498
## Hlil_159       0.839357015  2.230257499 -0.803229894  0.260608708 -0.935918832
## Hlil_160      -0.339875001  1.511611584  0.623098590 -0.743318970  0.205113470
## Hlil_161      -0.559659710 -0.366988627  1.662268084  0.604227500 -0.208915326
## Hlil_162      -0.283886404 -1.526534957  1.214828520  1.689374091 -0.877274846
## Hlil_163       0.312082936 -0.192255938  0.439127266 -1.842418149  1.296802514
## Hlil_164       0.413197214 -1.731169064 -1.742281444 -0.470352643  1.609054153
## Hlil_165      -0.366942568  1.186080740 -0.556280055  0.621503885 -0.842105084
## Hlil_166      -0.432389957  1.080884367  1.815118432  0.030675516  0.745023100
## Hlil_168      -0.201366507 -1.530388046  0.382030410 -0.209980932  1.329766790
## Hlil_169       0.447773576 -0.546525658  0.436468979 -0.569129273  0.967378459
## Hlil_173      -0.031904949  0.451299826  0.033877512  0.508388423  0.511216249
## Hlil_174      -0.080295748  0.568845747  0.013881929  0.322178998  0.336527941
## Hlil_175       0.558966378  0.561338188 -0.052136256  0.126991712  0.927741412
## Hlil_176       0.494376878 -0.003728029 -0.028967265  0.213512563  0.277385500
## Hlil_177       0.544917884  1.759377077 -1.576000716  1.909921452  0.343414012
## Hlil_178       0.301666889 -0.374458798 -0.001721901 -0.091062423  0.319227135
## Hlil_179      -0.442427160 -0.065221138  1.222027543  0.817868116 -0.036439224
## Hlil_180       0.911119183 -1.835236963 -0.531101213 -0.694553020 -1.362544881
## Hlil_181       0.256137933  3.020070076  0.767308144 -0.809665117 -0.260492750
## Hlil_182      -1.415594746 -0.941979896 -1.263202900  0.202371919 -0.288709756
## Hlil_183       1.148314869  1.933517603 -2.832909017 -1.079476368 -2.700368765
## Hlil_184       0.215627925 -0.379218439 -0.335420962 -0.711453543  0.183245111
## Hlil_185      -1.574271324  0.308389780  1.028416195 -0.395963820 -1.579489138
## Hlil_186       1.377011716 -0.351144269 -1.036234628  1.362307243  1.186847457
## Hlil_188       0.876734122 -1.808586299  1.528722284  2.459573652 -0.962589379
## Hlil_189      -1.014124212  0.401973842  0.585472618 -0.934730491  2.199251633
## Hlil_190       0.322006924  0.969420253  0.264960233 -0.098421577  0.236768968
## Hlil_191       0.560054252  0.725928069  0.128843708 -1.513023416  1.684113535
## Hlil_193      -2.997264317 -1.041529944  0.056138444 -0.001368997 -1.053925977
## Hlil_195      -0.325146813  0.873593234 -0.870247383 -0.923142320 -0.402066938
## Hlil_196      -0.687030615 -0.413518269  2.353780955  0.318847941  2.253711039
## Hlil_197      -0.243423919  3.107201047 -0.520747595 -0.820065048  1.526146382
## Hlil_198       1.025907633  1.482331773 -0.021560492  2.288475099  0.161486285
## Hlil_199       0.097424081  1.300349068 -0.701869189  2.202924368  0.328071758
## Hlil_200       4.038107110  1.960122440 -0.302615544  0.946838707 -0.072923356
## Hlil_201       0.462174283 -0.666089912  0.419102430  0.090688046 -0.515462586
## Hlil_202       0.311808149 -0.374686501 -0.937010880  0.436897982  0.461586660
## Hlil_203       0.046126182 -0.261930117  0.800400283 -0.226511053  0.926777541
## Hlil_204       1.764254384 -0.108565469  0.616267331  0.941578036 -0.913008315
## Hlil_205      -1.801660301 -1.153585652 -1.881916433 -0.569991284 -1.618771597
## Hlil_207       0.167128760 -0.553242993 -1.546252989 -0.113413039  0.725814043
## Hlil_208      -1.792836884  0.432278639 -0.833498727 -0.403608058 -1.164000986
## Hlil_209       0.459950671  2.261012285 -0.184902703  1.497956422  0.306744406
## Hlil_210       1.509663845 -0.225654142  0.160949178 -1.161956431 -0.107371367
## Hlil_211      -1.361948082  0.243004115  1.780872051 -2.076102205  0.270524527
## Hlil_212       1.004195396  1.383143060 -0.004732485  0.375014245 -0.780077742
## Hlil_213      -2.584474724  0.395925855  1.950624062  1.991213368 -2.832725313
## Hlil_214      -1.063377778 -1.339607161  0.397289490  1.649139457  0.173154697
## Hlil_215      -0.064005759  1.305845452  3.187479280  1.777923320 -0.510032374
## Hlil_216      -0.255906716  0.230005295 -0.133380897 -0.030966344 -0.982568516
## Hlil_217      -2.216226025  0.300766345  0.161082674  0.596513907 -1.824863018
## Hlil_219      -1.633713866 -0.044764712 -1.666846082 -1.393648738 -1.764685828
## Hlil_220      -0.155217342 -0.183505719 -1.623089941  0.425341108 -0.202774057
## Hlil_221      -0.626105878  0.104632092 -1.016307266 -0.065341141  0.520854498
## Hlil_224      -1.102460410  1.976109781 -1.045494137 -0.587799313 -2.290514859
## Hlil_225      -0.001982063 -0.305379033 -0.284850878 -0.891138555 -1.210403619
## Hlil_226       1.369254071 -0.277606395 -2.691687423  0.588997891  0.095970736
## Hlil_228      -0.221098022 -0.338022014 -1.100598027 -0.696090316 -0.909184694
## Hlil_229       1.005832626 -1.052618869 -0.554405510  0.084166919  0.451682884
## Hlil_231       2.653951100 -2.634091475  1.420322546 -0.744377460 -1.946769914
## Hlil_232      -2.546954966 -0.876581691 -2.439572030  0.187888724  1.499660338
## Hlil_233       0.206483988  0.762089683  1.134516131  1.396316687  0.539083563
## Hlil_235       0.531844064  1.918442066  0.360055980 -3.279945003 -0.043042895
## Hlil_239       2.697802298 -1.447440289 -0.063738174 -3.200144104 -0.560709200
## Hlil_240      -0.708078293 -0.528059795 -1.156903051 -0.278246547  0.283230322
## Hlil_241      -1.480213255 -0.074582610  0.723161646  1.975568732 -0.028909512
## Hlil_242       0.098541344 -1.693809200 -0.760684635 -0.007957745 -0.100374412
## Hlil_243      -0.384436246 -0.853732986 -1.580092646  0.830853952  2.351294620
## Hlil_244      -0.236692364 -0.798938284 -0.736552353  0.380303042  0.608564064
## Hlil_245      -0.097327381 -0.624429755  2.958645262 -0.044346784  0.784330863
## Hlil_246       0.254930463 -1.214498646  0.877257091  0.883589840 -0.004185122
## Hlil_247       0.059304281 -0.011089469  1.171043690 -0.632160156  0.278816134
## Hlil_248       1.113730636  0.951045435 -0.047187610 -1.430771708  0.166271260
## Hlil_NBG_351   0.274945961 -0.673315848  0.166832037  2.138363056 -1.085156810
## Hlil_NC_167    0.516699172  0.055487073 -0.166989322  0.272099953  0.451404767
## Hlil_NC_170    0.485543981  0.039151635 -0.320473019  0.329787079  0.210934111
## Hlil_NC_171    0.502103099  0.154657728  0.283210191  0.244090901  0.181181254
## Hlil_NC_172    0.332353873 -0.176371375  0.007973394  0.263868625  0.464123635
## Hlil_NTBG_260  0.446272721 -0.042795915  1.517379211  0.292076228  0.480087384
## Hlil_W_222    -0.434196651  0.522587216 -0.420901696  0.049177250  0.801304158
## Hlil_W_223     0.361953788  0.486942240 -0.250555389  0.361933924  0.391834424
## Hlil_WBG_226  -0.061516614 -0.070326942  0.986824642 -0.612088079 -1.160658568
##                      PC41        PC42        PC43        PC44        PC45
## Hlil_130       0.84568837 -0.71523153 -0.20052699  0.86253913  1.29516736
## Hlil_132       0.15171288  1.18313415  0.74276946  0.19973802 -2.17952206
## Hlil_137       0.51271815 -1.72528703  0.72929254  1.35969385 -0.52333263
## Hlil_143      -1.11182390  0.13016429  0.89103640  0.48861741 -1.83613355
## Hlil_145      -0.12199589 -1.75031936  2.42365337 -2.18942606  0.44595406
## Hlil_146       0.70688925  0.12079512 -2.69251587  2.95505091  0.71949395
## Hlil_147      -0.35741601 -2.67888612  0.05951898  1.17457584  1.32581351
## Hlil_148       0.05208790  0.64963837 -0.29537525  1.40860077  0.72606688
## Hlil_150       2.11127974  2.11453296  0.20449583 -1.19584451 -0.47153487
## Hlil_152       0.12305119 -0.00772665  1.09812104 -1.50760869 -2.23821084
## Hlil_153       0.12243423  1.22583716  1.12683028  0.75808770  0.62234948
## Hlil_154       1.16826733  0.78218972 -0.45478261 -0.38304180  1.49864081
## Hlil_155       1.20488709 -0.25365144 -1.42176515  0.42782157  1.32504395
## Hlil_156       0.50510893  0.66450466 -0.42382647  1.06732625 -0.34973591
## Hlil_157      -1.22259670 -1.06140288  1.51469308 -0.30031794  2.05247866
## Hlil_158       0.08145510  0.06939823 -1.24600920  0.39207173  0.02494662
## Hlil_159       2.35941614 -0.23326182 -0.86643768 -0.70719078  0.74516294
## Hlil_160       1.24314617  0.37762284  0.48969120 -0.02756739  0.28241706
## Hlil_161       0.97663027 -0.70187917  1.01161637  2.48491538 -1.21228920
## Hlil_162      -3.51624763 -0.13923807  0.70345114  1.05560120 -0.56154065
## Hlil_163       1.58073677  0.19984845 -0.24120227 -0.60917443 -1.75051922
## Hlil_164       0.53160443 -0.83594440 -2.74557781 -0.30478873  1.75607584
## Hlil_165      -2.59331622  0.95365457 -1.26674916  0.54044717  0.75804122
## Hlil_166       1.62019184 -1.06686807 -2.21608985  0.35978469  1.09939415
## Hlil_168      -0.67591964  0.85742222  0.08186414 -2.12996740 -0.61789795
## Hlil_169      -0.04430239  0.61796542  0.27844535 -0.68930549 -0.20410093
## Hlil_173      -0.93228649  1.01712418  0.23441010 -0.53252437 -0.46918939
## Hlil_174      -1.06884808  1.12141032  0.60048061 -0.31794378 -0.63229885
## Hlil_175      -0.30186160  0.30877646  0.19471338  0.13725800 -0.35431931
## Hlil_176      -0.90789930 -0.09237347  0.21691097 -0.45836318  0.15267911
## Hlil_177       1.87986036 -0.64347454  1.41419063  1.58081845  0.25551921
## Hlil_178      -0.85068150  0.27041028  0.57561176 -0.46185501 -0.21669685
## Hlil_179       0.46386352 -0.07275087  0.57510875 -0.56209164 -0.24093591
## Hlil_180       2.02270943  0.99220177  0.94067710  0.01502832  0.21567339
## Hlil_181      -0.77321177  0.45562791 -1.65404826 -0.50827583  0.15192984
## Hlil_182      -0.64177648  1.21600962 -2.79316910 -0.41470770 -0.65291903
## Hlil_183       0.38636713  0.13105311  0.83762361  1.07292407  2.40072226
## Hlil_184      -0.11160712 -0.16102582 -0.17037602  0.53192437 -0.43678495
## Hlil_185      -1.12026072  0.72616989  0.40011176  1.01206579  1.50897396
## Hlil_186       0.09765329  0.56370164 -1.34906300  0.58866125 -0.43004205
## Hlil_188       1.56110949  0.83048780  1.59371640  0.95766063  1.87033416
## Hlil_189      -0.95685961  2.30059529  0.39017226  0.37864556 -0.56189763
## Hlil_190       0.50538713  1.03723030  1.29868204  1.49883240 -1.06979083
## Hlil_191      -0.23558524  0.77534435  0.83251232 -0.14211044  0.17558325
## Hlil_193       0.32974466 -0.77706244  0.62616375 -0.22935795  0.07999928
## Hlil_195       0.31664625 -0.51661456  0.40836585 -0.14762919  0.14223187
## Hlil_196      -0.61325127  0.20100963  0.10425909  0.98056656  1.41342344
## Hlil_197       0.85396435  2.16074406  0.88029626 -0.10272568  0.51293742
## Hlil_198      -0.73396877 -0.92675370 -2.13489778  0.09129266  0.46832304
## Hlil_199       0.59840233  0.44685766  1.06539791  0.82371228 -1.22527786
## Hlil_200      -0.89670969 -0.84881950 -1.86164986 -0.28927313 -0.79506869
## Hlil_201      -0.32713911 -0.26227679  1.40742791  0.33553916 -0.13610865
## Hlil_202      -1.02284070  0.42399633  0.61602476 -0.99736840  1.21985089
## Hlil_203       0.45802730 -0.76148680 -2.37759229 -0.58206109 -1.37979026
## Hlil_204      -0.18686685 -0.32567708 -0.10636674 -0.63740573  2.08615779
## Hlil_205      -0.67883628  1.50492953 -1.78705759 -0.85707151  0.92089280
## Hlil_207      -1.46726077 -2.37954241  0.90320273  2.32688956  0.03703419
## Hlil_208      -0.25882068  0.55935470  0.40391712  0.62821290  0.13816826
## Hlil_209      -0.53660715 -0.21983398  1.89488765 -1.56320749 -0.86542080
## Hlil_210       1.89317421  1.82187470 -1.73887354  0.31017397 -1.56270328
## Hlil_211       0.10734881  0.34130841 -0.79703065 -3.21818938  1.60257163
## Hlil_212       0.11616219 -1.28259315 -0.42742620 -1.05266643  1.09802037
## Hlil_213      -1.23567910 -0.60410062 -0.87980643  0.15988515 -2.84752936
## Hlil_214       1.29836782 -1.06873875 -0.24412097 -1.24991211  1.08957663
## Hlil_215       0.45750729  1.51640543 -0.45537154  1.87486251  1.52464928
## Hlil_216      -2.02313205  1.43477570  0.80082359 -2.28906576  1.12357009
## Hlil_217       0.78660628 -0.44051433 -0.72834805 -3.85416572 -0.47294698
## Hlil_219       0.10345848  0.04877883  0.29304213  1.59725028 -2.23690910
## Hlil_220       1.02459454  0.20836381  1.54420927 -1.74595455 -0.91157376
## Hlil_221      -0.30098606 -0.42771195  1.66525669  0.73837763 -1.18424870
## Hlil_224       1.85905869  0.72974005  0.24131637  0.62866233 -0.02122194
## Hlil_225      -2.08790542 -1.58111418  0.07987197 -0.35817502 -0.74380672
## Hlil_226      -1.59951953  0.48995295 -0.01632956 -0.30402955  0.32497794
## Hlil_228      -1.29488096 -0.30479179  0.92190401  0.77729964  0.98602550
## Hlil_229      -2.64593610  1.04128378 -1.63844513  0.74719778 -0.13052911
## Hlil_231       1.01080462 -0.49703886  1.51816003 -0.59325416  0.85546422
## Hlil_232       1.23550574 -0.63719084  0.38308075 -0.47898581 -1.54559858
## Hlil_233       1.41602255 -1.08589624  0.33850708  1.55303498 -0.08333420
## Hlil_235      -1.56243830 -0.68571548 -0.32931763  0.93286022  0.60425207
## Hlil_239      -0.53583760 -3.53019854  0.18804096  0.20319975 -1.42747709
## Hlil_240       2.40198248  0.23597841 -0.72142479 -0.70490876 -1.38300658
## Hlil_241       0.60388023 -2.39138378 -2.53744602 -0.67896959 -0.99939285
## Hlil_242       1.40499024  0.60441927  0.76192395  0.93962686 -1.11160616
## Hlil_243      -0.64179966  1.96156929  0.17546414  0.35568647  0.28024712
## Hlil_244      -0.21077693  0.27556767  0.13958766  0.41215327  1.88758245
## Hlil_245       0.92751428  0.24973645  0.30755153  1.47339147 -0.72854720
## Hlil_246      -1.36430429 -0.67120905 -1.39600111  0.59021756 -2.29064333
## Hlil_247       0.06148369  0.21653626  1.14164396 -0.45707061  1.67206324
## Hlil_248       0.79146549 -4.61402106  0.37827788 -0.99926769  0.60437945
## Hlil_NBG_351   0.50487083  0.39845508 -0.05445934 -0.53955220  0.43874717
## Hlil_NC_167   -0.98879955  0.11632770  0.40054129 -0.39192319  0.11959434
## Hlil_NC_170   -0.73610790 -0.39207963 -0.50839081 -0.17194095  0.04387607
## Hlil_NC_171   -1.24553924  0.47743726  0.29710910 -0.36543114  0.02117229
## Hlil_NC_172   -0.95867458  0.17616013  0.55880948 -0.62568708  0.01853708
## Hlil_NTBG_260 -0.01888675 -0.47999387  0.74894815 -1.49970131 -0.89445765
## Hlil_W_222     0.28543972  0.85476714 -1.51800853 -0.57002460 -0.57690748
## Hlil_W_223    -0.40140110  0.35133961 -0.64741734 -0.28724056 -0.42225044
## Hlil_WBG_226   0.45812346 -0.68884030  0.28888268 -0.50446194  0.26326179
##                      PC46         PC47         PC48        PC49        PC50
## Hlil_130      -0.39147513 -1.189410330  0.490852679 -0.51312213 -1.02701129
## Hlil_132      -0.84905416  0.381250748 -0.453524831 -0.29510217  1.70088551
## Hlil_137      -0.68508058  0.317086416  0.117493733  2.37877056 -0.99747510
## Hlil_143       0.46207550  0.738737638  1.346200435  0.12133468 -0.85931224
## Hlil_145      -1.10097967 -1.629444315  0.215996203  0.39174963  1.50368035
## Hlil_146       0.37882794  0.709624225 -1.996300688 -0.75526372  1.48070656
## Hlil_147      -1.00745854  0.843079530 -0.295584102  0.12057327 -1.29966347
## Hlil_148       0.95273846 -0.270547740 -0.362677608  0.63476555 -1.20260461
## Hlil_150      -0.35011028 -2.030168883 -0.646060495  0.02574869  0.83616394
## Hlil_152       0.15901751  1.025650127 -0.195779086  2.34058528 -1.64303320
## Hlil_153      -0.19997295  0.780982255 -0.878740959 -0.38900579  1.45979489
## Hlil_154       1.75477491 -1.218129990  2.094002453  1.66367339  0.27536308
## Hlil_155      -0.28526168  1.478236770  1.288105828  1.28188902 -0.03456249
## Hlil_156      -0.39379738  0.206136115  0.153087119 -0.43391037 -1.56309409
## Hlil_157      -1.80685911  1.254729801 -0.634534338  2.69390273  0.47771174
## Hlil_158      -1.13922966  0.079866819 -0.442382552 -0.22404305 -0.62410305
## Hlil_159       0.69655263  0.373346024  0.096217036  0.35632371  1.24794083
## Hlil_160       0.88111999  1.315592833  0.791081372 -0.21950415 -1.86114805
## Hlil_161      -0.25243395 -0.467058008  0.481944865 -1.10021332 -0.65583466
## Hlil_162      -1.32650358  1.677384172 -0.217830991  0.85588694  0.23963936
## Hlil_163       1.10075663  0.372289782 -1.112225387 -0.18839204 -0.02872924
## Hlil_164      -0.32026649  0.365940571  0.543174414 -1.37079424  0.77877646
## Hlil_165       1.05572694  0.907423347  0.313092598  1.23884006  1.05711199
## Hlil_166      -1.43329449  0.349744255 -1.137990512  1.14785706 -0.25133683
## Hlil_168       0.93074698 -0.757236589  1.622962016  0.31356148  0.95775258
## Hlil_169       1.23782745  0.105365157  0.806736273  1.01426368  0.36804633
## Hlil_173       0.45515761 -0.142642345 -0.353300266 -0.01434076 -0.08481773
## Hlil_174       0.53531703 -0.175129854 -0.109388183  0.02328251 -0.56209703
## Hlil_175       0.35474945  0.199246392  0.136165389 -0.02553343  0.02753004
## Hlil_176       0.18751573 -0.630645582  0.620112435 -0.36229878 -0.00193370
## Hlil_177       0.30392390 -0.270427354  0.881329644 -0.75876328  0.09964338
## Hlil_178       0.24008701 -0.119755027  0.675513635 -0.26235315 -0.08615550
## Hlil_179      -1.89974514 -1.492618300  1.054704853 -0.51933988  1.21755445
## Hlil_180       1.39059281 -0.146279130 -0.741936859 -0.97717266 -1.87723631
## Hlil_181      -0.58847595  1.095588481  0.122394297  0.62834419  0.60945858
## Hlil_182      -3.04929439 -2.837425876  0.193582268 -0.52920915  0.05770549
## Hlil_183      -1.32897057 -1.059171694  3.324907067  0.95813390 -0.70342286
## Hlil_184      -1.29868247 -0.055643750  1.111118475  0.40772649  0.53924270
## Hlil_185       1.06364497  0.456087442  0.755490249  0.37940476  1.93422899
## Hlil_186       0.83796623  0.348682751  0.584011760  1.59687679 -1.04776829
## Hlil_188       1.86117795 -0.062587000 -2.536953012 -0.92955621 -0.35819529
## Hlil_189      -0.81403317  0.013321756 -1.309798528 -3.18853383 -0.12026278
## Hlil_190      -2.74436904 -1.207565226 -1.564542348  0.51999808  0.93979729
## Hlil_191      -0.72298693 -0.358243590  1.184820684 -1.99798354 -2.24581261
## Hlil_193      -0.63233200  0.143616888  0.741184153  0.40492711 -0.68485112
## Hlil_195       0.60924884 -1.352217612 -0.525219691 -0.89118140  0.96766126
## Hlil_196       0.46826486 -0.525448656  0.959775864 -1.71511208  0.26771691
## Hlil_197       0.27474482 -0.581082302 -0.221988736  1.38362077 -0.02232282
## Hlil_198       0.62668520 -0.345569344 -0.381948116 -1.39991268 -0.72504512
## Hlil_199      -2.95797300 -1.130767716 -0.335461538 -1.12819197 -1.89517625
## Hlil_200      -0.31875510  0.189364441 -1.005556049  0.25404682 -0.90072677
## Hlil_201       0.46476033 -0.233073107 -0.633642679  0.26295683 -0.05319465
## Hlil_202       0.45509121  1.077351591  0.094557256 -0.60956657 -0.23839273
## Hlil_203       1.41844493 -1.499612175 -2.174113122  1.33769320  1.77976119
## Hlil_204      -2.05507762 -1.575963141 -1.374145379  1.85275366  1.09093725
## Hlil_205      -1.76997791  1.748528708  0.995578601 -1.03460963 -0.19510887
## Hlil_207      -0.05064115 -0.018690390 -0.169965350 -1.44636417  1.10112498
## Hlil_208       0.59858001  0.131735225 -1.967771926 -0.67452254  1.04612217
## Hlil_209       0.92953601  1.029304201  0.727409848 -1.45182187  0.70035747
## Hlil_210      -0.96279142 -0.064851521  0.975998913 -0.59287219  1.04742507
## Hlil_211      -0.83120291  0.384662876 -0.586998748  0.59487417 -0.78260511
## Hlil_212       1.40321658  2.271581217 -1.062919348 -0.86156856  0.23429542
## Hlil_213       1.04378682 -0.435729588  2.741045145  1.26967633  0.44117487
## Hlil_214       1.03828146  1.359570686  0.750674972  0.10094084  1.33749183
## Hlil_215       0.79267466 -2.006901291  0.629063050 -0.38616619 -0.94448654
## Hlil_216       0.55444931  0.448529097 -0.566818716 -0.07271625 -2.13442079
## Hlil_217       0.42423258  0.754280882 -1.518840805 -1.62155839 -0.34893446
## Hlil_219       0.77580325 -0.639710079 -1.595712153  0.98198163 -1.90677620
## Hlil_220      -0.64784638  1.415026236 -2.630402600  0.15484824  0.13475318
## Hlil_221      -0.37146515 -0.336338795 -0.626436562  1.20711810  2.24023102
## Hlil_224       1.42579984  1.186716657  1.058133911 -1.00305029  1.41676407
## Hlil_225       3.16164298 -3.998857334 -0.769409129 -1.17572770 -1.09719283
## Hlil_226      -0.65673122 -0.379154945 -1.597014067  1.76556306 -2.51768924
## Hlil_228      -0.21071169  0.695233416 -0.726098803 -0.56784282  0.55909994
## Hlil_229       0.88529379  0.104283700  0.774897729 -1.63640837 -0.09912454
## Hlil_231      -2.68464136  1.303581438  0.470192590 -0.54576545 -0.87252650
## Hlil_232       0.33337601  0.007434153  1.062438023 -0.16915552  1.86840225
## Hlil_233       1.18901131  1.475342831  0.003177047  0.91916288  0.05989496
## Hlil_235       0.69879290 -0.963465732 -0.053375405  0.97656138  0.82964676
## Hlil_239       0.07362194  0.331368983  1.138946573  0.10367444  0.88677297
## Hlil_240      -0.13394047  0.029143665  0.745051219  0.02193263  0.92014130
## Hlil_241       0.80998452 -0.478969375 -0.076596740  1.23804348 -2.96735981
## Hlil_242       1.08780886  2.000284542 -0.255784673  1.55752057 -1.42428559
## Hlil_243       0.55481408  2.752992754 -0.185048826 -0.35467322 -0.08379685
## Hlil_244       1.17931885 -2.188439167 -2.891766341  1.76829698  1.16438965
## Hlil_245       0.37462221 -0.022068327  0.967859731 -0.18367044 -0.61267681
## Hlil_246      -1.40756524  2.351510448 -1.058040717 -0.76299686  1.57193134
## Hlil_247       0.61186692  0.299706868  0.994737604 -0.14811292  0.56802027
## Hlil_248      -0.31614861 -0.091866950 -0.212555467 -3.22605401 -0.54494911
## Hlil_NBG_351  -0.68836730 -0.178881902  1.547218244  0.45619914 -0.12211410
## Hlil_NC_167    0.47167410 -0.595606636  0.638264379 -0.40869328  0.25636970
## Hlil_NC_170    0.31224026 -0.111523029  0.121054471 -0.05284416 -0.07959082
## Hlil_NC_171    0.25549366 -0.397785371  0.626332838 -0.25841995  0.05231599
## Hlil_NC_172    0.71858034 -0.514067698  0.462092283 -0.21942193  0.32175398
## Hlil_NTBG_260  0.20494904 -1.371484818  0.906010834  0.67402307  0.54410623
## Hlil_W_222    -0.91110540 -0.268694939  0.901402542 -0.31780329 -0.20711286
## Hlil_W_223    -0.40513349  0.786766663 -0.719897611 -0.11060250 -0.28414972
## Hlil_WBG_226  -1.06624740 -1.246359046 -1.125115561 -0.29806489 -0.33717594
##                      PC51         PC52         PC53        PC54        PC55
## Hlil_130       0.62277399 -0.440325614  0.338454448 -0.11786934  1.31509848
## Hlil_132      -0.45348911 -1.085206275 -0.397394643 -0.41928556  0.79774902
## Hlil_137      -1.18706977  1.497618989  1.119653800  0.33384093  1.42985237
## Hlil_143       1.58496444  1.029430155 -1.312701393  1.01698403 -1.38743195
## Hlil_145      -0.43640587  0.346855656 -2.043151699 -1.07652582 -0.52858657
## Hlil_146       0.84585056 -0.180529186 -2.493312127 -0.22301140 -0.75195418
## Hlil_147       0.41626138 -0.106570814 -0.461923256 -2.36383955 -0.05731544
## Hlil_148      -0.19606414  0.405012540 -0.180603827 -0.01247102 -0.74648825
## Hlil_150      -0.39513072 -1.146300436  1.423006376 -2.34246585  2.80159411
## Hlil_152       1.77844696 -1.124491726 -0.437193113  1.67240765  0.99824542
## Hlil_153      -0.07858287  1.252178414  0.731231418 -2.11866368  0.14731862
## Hlil_154       0.23838270  0.516607093  0.570035037 -1.10741022 -1.03128334
## Hlil_155      -0.27296498 -1.801589549  1.811401232 -0.26798802 -1.92821589
## Hlil_156       1.25685440  0.114962788  0.193476019  0.67491662  0.20709725
## Hlil_157       0.37779820 -0.600245078 -0.577431353 -1.15001207  0.20442600
## Hlil_158       0.22099673  1.135522126  0.048866264 -0.93223862 -0.34272409
## Hlil_159      -0.15458657 -0.942369305 -2.605962086 -1.23009251 -1.39331855
## Hlil_160       1.37840595 -1.864468201  0.636461040  0.88289586  0.77836539
## Hlil_161      -0.22943632  0.021128533  0.785313487 -0.81207706 -0.96830363
## Hlil_162       0.25468543 -0.073622281  2.751801426  0.05619458 -1.43648176
## Hlil_163       0.83623548  0.807225483 -1.720716921  0.64074358  2.29391749
## Hlil_164      -2.63970133 -0.112077600  0.005477164  0.66493762 -0.62220125
## Hlil_165       0.62707848 -0.514073280  0.505207760 -0.06275217 -0.29240780
## Hlil_166       2.23776652  0.716667758 -2.365079724 -0.38762548  0.68826718
## Hlil_168       1.92556568 -0.095491967 -0.036414970 -1.10094053 -0.65080207
## Hlil_169       1.13577505  0.293105274  0.230996474 -1.04349012 -1.05830302
## Hlil_173      -0.93079951  0.559067810 -0.459103453  0.30373354 -0.08163265
## Hlil_174      -1.15011440  0.440571924 -0.649909048  0.51676134 -0.40716881
## Hlil_175      -0.99888332  0.495993047 -0.294755823  0.25629331 -0.69076683
## Hlil_176      -1.07518473 -0.253153727  0.023458745  0.59323655  0.14132668
## Hlil_177       0.78606098  1.659501589 -0.671603456 -0.20292202 -1.00371301
## Hlil_178       0.04852228 -0.330658375  0.090307896  0.50960901 -0.15706537
## Hlil_179      -0.76154204  1.037401119 -1.161656012  1.05047697 -0.43373047
## Hlil_180      -1.52622184 -0.106342331  0.126080711  1.29650236 -0.75211912
## Hlil_181      -0.69799617  0.973710840  0.290184381  0.59148258  0.27219013
## Hlil_182       1.68428395  0.309340520  1.937935859  0.64204351  1.16401872
## Hlil_183      -0.15827021 -1.802232435  1.063931423  0.01504436 -0.18527313
## Hlil_184       0.44304396 -0.305517177 -0.855848486  0.19053241  1.19612171
## Hlil_185       0.05874759  0.968445139  0.352133574  1.72018455  0.45745496
## Hlil_186      -0.77188814  0.871177355 -0.801941128  1.24292107  0.14204161
## Hlil_188       1.10160796 -0.813972561  0.325725399 -0.66463451  1.84085276
## Hlil_189      -1.89309223  1.325069120  1.061952989  0.44803681 -1.65349116
## Hlil_190       0.35385734 -2.356708402 -0.849795075 -0.14396721 -1.75313968
## Hlil_191      -1.84593872 -0.182644815  0.053517618 -0.54900856  1.84969821
## Hlil_193       0.08148747  0.093326649  0.302535990 -0.10989186 -2.07317775
## Hlil_195       0.15467109 -0.553544947  0.657795260  0.70279567  0.06764298
## Hlil_196       0.97230526  0.012794247 -1.477342770 -0.05944248 -0.89733386
## Hlil_197       0.30761988 -0.096983522  1.107355621  0.74295454  0.48122745
## Hlil_198       1.66541287 -1.174887396 -0.401297799 -0.47705310  0.73524933
## Hlil_199       0.66194029  0.379540031 -0.631398541  1.13796362 -0.33076398
## Hlil_200      -1.81351501  0.917015221 -0.261704088 -1.50905918  0.40728470
## Hlil_201      -0.06243327 -0.675736959 -0.236874629 -0.05146382  0.28529250
## Hlil_202       0.37739351  1.550498754 -1.450122517  1.30940695 -2.46667780
## Hlil_203       0.01763443 -0.274627114  1.633531826  0.30293697 -1.78350697
## Hlil_204       1.39490407  0.346851375  1.318912736  1.91357861 -0.53956394
## Hlil_205       0.17107982 -0.007865651 -1.173057184 -1.79854804  2.67994051
## Hlil_207      -2.43784631 -2.450392501 -0.528408735  1.00491310 -0.58714554
## Hlil_208       0.22139070 -0.852676559 -0.219301473  1.47252953  1.06036264
## Hlil_209       0.34759049 -1.785417599  0.673688453 -3.58510758 -0.12499402
## Hlil_210       1.50443957  0.341282557 -0.006447098 -0.15812318 -1.75963813
## Hlil_211      -2.11411968 -0.838886474 -0.546944473  0.65528510 -0.04707686
## Hlil_212      -0.44922994  2.493715814 -0.052518221  1.38764797  0.83479443
## Hlil_213      -1.70985125  1.889349985 -0.403213941 -0.43879494  1.61668962
## Hlil_214       0.85805204 -0.801727283  1.514047153  3.05904031  0.83714990
## Hlil_215      -0.53439435  1.791017935  1.544833304 -0.06237010  0.22607321
## Hlil_216       1.44377835  1.576179397 -1.063478094 -1.53200423  0.25069556
## Hlil_217      -0.31797639 -1.926793465  1.244153735 -0.88231430 -2.15874878
## Hlil_219       0.60439018  0.705401777 -0.577960576 -1.17804421 -1.63065008
## Hlil_220       0.43874890  0.923437029  0.714557518  1.48854796 -0.93570619
## Hlil_221       0.75104340 -0.399366694  0.148759017 -0.09961751  1.38131451
## Hlil_224      -0.73861206  0.006639558  1.525571026  0.07113338  1.33828866
## Hlil_225       0.43734763 -1.336652248 -0.962015427  0.73900546  0.77132626
## Hlil_226      -0.46654579  1.073129728  1.859175197 -1.00816928  0.08227616
## Hlil_228       0.20369114 -0.345986307 -2.301904404 -0.31228313  0.52856837
## Hlil_229       1.47454945 -0.654476678 -0.369105436 -0.45541025  0.33620573
## Hlil_231      -1.74907999 -0.075319882 -0.960915678  1.63948896  1.53102192
## Hlil_232       1.16123045  1.331841059 -0.810703281  1.70512664  0.89298514
## Hlil_233      -1.22035147  2.198736285  0.231813266 -1.45943576  0.13553159
## Hlil_235       0.56473035 -0.431562963  0.344130170  0.06564430  0.78007856
## Hlil_239       0.17988738  0.505391927  0.868555486 -1.13442529  0.30277273
## Hlil_240      -2.04386816  0.856214893  0.317321651 -1.59726269 -0.67194346
## Hlil_241      -1.24411781 -2.391509348 -0.847364865  0.49695482  0.11303606
## Hlil_242      -0.25467719 -1.616196744  0.616157994 -0.23427656 -0.34242294
## Hlil_243       1.23424969 -0.063688523  0.696707558 -0.28611377  0.46762038
## Hlil_244      -1.89374935  0.693232096  0.267831078 -0.67485238  0.88250509
## Hlil_245       0.01038187 -1.581498284  0.463121340  0.70748728 -0.01666894
## Hlil_246      -0.79609154 -1.344825420  0.957339689 -0.14405186  1.21606712
## Hlil_247      -0.25880843 -0.617878487 -0.719803809 -0.39725438 -0.32786096
## Hlil_248       2.76127430  2.083287181  3.317222122 -0.19692120  0.12845429
## Hlil_NBG_351   0.54796713 -0.759542568 -0.944711595  0.22405134 -0.42912521
## Hlil_NC_167   -0.67567331 -0.277392974  0.063419219  0.55459303 -0.08735542
## Hlil_NC_170   -0.26557553 -0.853663348 -0.380585921  0.60191719 -0.39673845
## Hlil_NC_171   -0.50589052 -0.394324523  0.162572204  0.62363207 -0.31059140
## Hlil_NC_172   -0.67467098 -0.210978508  0.112306575  0.59899623 -0.11249333
## Hlil_NTBG_260 -0.19379993  1.114982402 -0.657543752 -0.14568619  0.27688220
## Hlil_W_222     0.17964387  0.501988138 -0.015953067 -0.04460651 -0.55466254
## Hlil_W_223    -0.35550226  0.145443307 -0.292435666  0.54344090  0.18678674
## Hlil_WBG_226  -0.31305809  0.725103487 -0.470415093 -0.70697608 -0.66099586
##                       PC56        PC57         PC58        PC59         PC60
## Hlil_130      -1.104141890  0.13055467  1.755208744 -1.86846760 -0.745237043
## Hlil_132      -1.084124814  1.92257092 -0.163762847  0.70297242 -1.431688740
## Hlil_137       0.320570365 -0.57845543 -0.239811397 -0.57247935 -0.352234438
## Hlil_143       1.191365745 -0.33932579  0.832964947 -0.33090618  2.642908803
## Hlil_145       0.732361181 -0.78295752  0.282991149  1.26930178  0.120619038
## Hlil_146      -1.382668528 -1.64675898  0.249406203 -0.51949743 -1.047495375
## Hlil_147      -1.258400068  0.27226753 -2.071650698 -0.44367877  1.275209373
## Hlil_148       1.273995451 -0.68226687  0.898153654 -0.24714097  1.211380203
## Hlil_150       0.816652591  0.31904610  0.936730622 -1.27357296  0.806803814
## Hlil_152      -0.432454352  0.07805279  0.917108664  0.49391355  1.134151764
## Hlil_153      -0.954358358  1.78666295  0.396174136 -1.81150728 -0.823737382
## Hlil_154      -0.630258304 -1.19835217 -0.846229063 -0.98411738 -0.047732153
## Hlil_155       0.999540275  0.80805304 -0.295150612  0.20333409  0.420108930
## Hlil_156       1.465995504  0.05522677 -0.174509664  0.43990651 -1.217644462
## Hlil_157      -0.025997631  1.77256261  0.428533442 -0.16110888  1.021108876
## Hlil_158      -0.676413861 -0.91192120 -0.924790807 -0.25213439  0.195187322
## Hlil_159       0.573373265  2.24987734  0.860377392  0.37465349 -0.730818509
## Hlil_160       2.541924139  1.65200806  0.220936737 -0.10066290  0.016796460
## Hlil_161       1.730030260  1.46422720  1.135448444 -0.84581375 -0.511235701
## Hlil_162       0.311865840 -0.92309788  0.039801138  2.19534770 -0.266395375
## Hlil_163       0.536314840  0.05615187 -0.809591732  0.70977769 -0.814597207
## Hlil_164       0.605444171  1.14173396 -0.809478780  0.36459672 -0.658006093
## Hlil_165       1.617160716 -0.82210015 -0.268226230  0.74890752 -1.940383317
## Hlil_166       1.203979615 -0.36517779  0.367976711  0.76606064  1.487734330
## Hlil_168       0.094047815  0.92858698  1.945873168 -0.37871277  0.599206664
## Hlil_169       0.617497766  1.58384243  0.907405479  0.34688203  1.116212290
## Hlil_173      -0.014601020 -0.46391333 -0.541128281  0.42370291 -0.025660981
## Hlil_174       0.233993795 -0.56878750 -0.465267237  0.37022764  0.034313160
## Hlil_175       0.230081577  0.41918793  0.495408499  0.80354628 -0.135317685
## Hlil_176      -0.488520199  0.11045311 -0.851657381  0.54494643 -0.364718347
## Hlil_177      -2.086143674 -1.19434368  2.129442689  0.41995936  1.220796457
## Hlil_178       0.085342874  0.01858135 -0.562767496  0.42261522 -0.326058921
## Hlil_179       0.248345517  0.66562254 -0.097542775 -1.68970034 -0.910242747
## Hlil_180       0.302754633 -0.34579559 -0.506605230 -0.11055802  0.415356476
## Hlil_181       0.625157571  2.21134766 -2.035520248 -1.79752901  0.923671838
## Hlil_182      -0.001209135  0.68641583 -0.161589006  0.54721038  1.143380865
## Hlil_183      -0.061420249 -0.25510753 -0.574761195 -0.63968745  0.085261185
## Hlil_184      -2.274745133  0.14704745  1.557125661  2.27093281 -1.135228822
## Hlil_185       0.939961532 -0.13267875  0.269882888 -0.56741936 -1.996212289
## Hlil_186      -0.684236939 -0.62159821 -2.965109449 -0.48612551 -0.248750860
## Hlil_188       2.226851096 -0.19956145 -0.038831708  0.85613971 -0.599181870
## Hlil_189       1.878344412 -1.06193723  1.820154009 -1.55839418  1.182829105
## Hlil_190      -0.776706685 -0.53913652 -0.344696691 -0.01985198 -0.536668969
## Hlil_191      -0.647774094 -0.93509282 -0.246340299  0.39970446  0.872599904
## Hlil_193      -0.752009690 -1.06579045  0.698701671 -0.98598174  1.468929079
## Hlil_195      -0.768789402 -0.24656224 -0.763999834 -1.45886801  1.016577355
## Hlil_196       0.908600717 -1.02737379 -0.205836266 -0.16654733 -1.177716882
## Hlil_197      -0.026464019 -2.69606867  0.549202761 -0.40075540  0.145619392
## Hlil_198      -0.584440875 -1.40113977  0.312939216  0.49757174 -0.783230428
## Hlil_199      -1.530142458  0.62918980 -0.631222506  0.97721640 -0.737638585
## Hlil_200       1.140662834 -1.62400394  2.295880872 -0.96820551  0.272010552
## Hlil_201      -0.189982018  0.08387897 -0.259731168  0.79309470 -0.229133235
## Hlil_202       0.306176969  0.72412645 -0.296809606 -0.47952955 -0.869737375
## Hlil_203      -1.283482567  1.39147962  0.899910906 -0.46100212  0.412330892
## Hlil_204       0.588153024 -1.09513808 -1.255384088  0.11783194  0.849014459
## Hlil_205       0.748358133  0.41441203  0.319863850  0.75371221  0.048726420
## Hlil_207      -0.012559711  2.47973670  0.935536436  0.44207797  1.103684493
## Hlil_208       0.331553568  0.37999728  0.584377633  0.37734399  0.166938758
## Hlil_209       1.478964108 -1.95805648 -2.335793490  0.02332800  1.357537330
## Hlil_210       0.350587623 -0.54951489 -2.115956765 -0.27958699  0.351454542
## Hlil_211      -1.229372408 -3.02225878  2.159632692  0.33591057 -1.712680731
## Hlil_212      -0.881816290  0.46946038  1.243785844  0.25945718  1.901242964
## Hlil_213      -0.960128980 -0.14183364 -0.225345751  0.03208861  0.139794549
## Hlil_214      -1.213882279 -0.78978742  1.447344461 -0.59554530  0.442259347
## Hlil_215      -0.923083358  1.96850586  0.971297907  1.12701407 -0.032679929
## Hlil_216      -2.601879325  1.91113057 -1.280401330 -1.25068947 -1.143087021
## Hlil_217      -0.732405431 -0.59496071  0.091244101  0.59994918 -0.490436299
## Hlil_219       0.199322654 -0.09345156 -0.427379246  0.39058262 -0.693753074
## Hlil_220      -0.848739007  1.18724045 -1.164112371 -1.61281101 -0.337763492
## Hlil_221       0.801935526 -0.69268394  0.007501005 -3.07535939 -1.276060413
## Hlil_224      -2.219064728  0.05802580 -0.602233674 -0.43371636  0.887802933
## Hlil_225      -0.270676906  0.29590424 -0.254274513 -0.84216766 -0.272807797
## Hlil_226       1.073987942  0.75547503  1.874276578  0.29003389 -2.371567766
## Hlil_228       0.106479699 -1.19609523 -0.917649235 -1.23406704 -0.134423013
## Hlil_229      -0.784897311  0.64132106  0.652833130  0.54115078  2.941515182
## Hlil_231       0.959952913  0.65155379 -0.350999250 -0.08466690  0.809307204
## Hlil_232       2.472780397 -0.22081241 -0.001923136  2.14886178 -0.246978510
## Hlil_233       0.757374870 -0.94019119 -0.186505594 -0.29430979  0.036183847
## Hlil_235      -0.566996626  0.12470352  0.004890886  1.39388295 -0.175979669
## Hlil_239      -0.365270059 -0.56244155  1.514442092 -1.19301255 -1.756788486
## Hlil_240       0.297982704  0.23773691 -0.587580422  3.03003005 -1.457205645
## Hlil_241       1.149933067  0.90585895 -0.684448615 -2.12314334 -0.629153550
## Hlil_242      -1.594976840  0.13054581  0.513633766  1.81239225  0.555638878
## Hlil_243      -1.226851374  0.37630346 -0.026283298 -0.60479923 -1.236823712
## Hlil_244       0.228331982  0.03263255 -1.877317974  1.94719724  2.329074500
## Hlil_245      -1.821002357 -1.10709256 -1.412027309 -0.02408057 -0.520519180
## Hlil_246       0.051303143 -1.30865091 -0.160691895 -0.87422073  1.004942912
## Hlil_247      -0.699577768 -0.08650310  0.050018457  0.34756858 -0.005481119
## Hlil_248       0.333692017  0.05743058 -1.486004117  1.21688750 -1.261361015
## Hlil_NBG_351   0.426617215 -0.01636775  1.007648057 -0.48881306 -0.375270008
## Hlil_NC_167   -0.087246185  0.04665693 -0.307759208  0.34200636 -0.385211186
## Hlil_NC_170    0.546133441 -0.02564130 -0.122800799  0.64186793  0.081724720
## Hlil_NC_171    0.358652953  0.18415887 -0.726331980  0.49930905 -0.648799943
## Hlil_NC_172    0.042075566  0.29438940 -0.540410257  0.60837789 -0.349347655
## Hlil_NTBG_260  0.407400442 -0.11113145 -0.585248357 -0.64652591  0.649760535
## Hlil_W_222     0.713773019 -0.03678832  0.332903384 -0.78837686 -0.118175803
## Hlil_W_223    -0.822589222  0.18188550 -0.083770512 -0.16127796  0.632304238
## Hlil_WBG_226  -0.601236943  0.08488493  0.956281314  0.96574147  0.765046864
##                      PC61        PC62        PC63        PC64         PC65
## Hlil_130       0.02090261  0.79377854 -0.36510665  0.30453205 -0.526695360
## Hlil_132       0.86653794 -0.28226471  0.67096169 -1.79513285 -0.566312559
## Hlil_137       1.24051844 -1.32753490 -0.01528292  0.42613749  0.629539563
## Hlil_143       0.84464025  1.22662691  1.04536608  0.30438227 -1.200255998
## Hlil_145      -0.56290210 -0.43140103 -0.65141014 -1.11356726 -0.008413135
## Hlil_146      -2.19265456 -1.15283997 -0.43160701  0.77144994  0.878649799
## Hlil_147       0.02442065 -0.42979738 -0.30213207 -1.53081087 -1.318591401
## Hlil_148      -0.44928569  0.53469311  0.80319130 -0.79986829  0.744911083
## Hlil_150      -0.10103088  0.16922175 -0.36866375  0.85799667  1.221779776
## Hlil_152      -2.02320470 -0.29180383  1.09393178  1.34465461 -0.492757181
## Hlil_153       2.33989018 -0.11943132  1.31094259 -2.32976801  0.804954022
## Hlil_154       0.70417470  0.55853137  0.27694864 -0.64373487 -0.335056963
## Hlil_155       0.84433313  1.58297884 -0.37628009 -2.66610154 -0.506427424
## Hlil_156      -0.06870326 -0.83074072 -0.62336889 -0.17695637  0.511936956
## Hlil_157      -1.58284457  0.86318667 -0.30566416  1.92852177  1.220818706
## Hlil_158       0.27351295  0.29098894  0.44791282 -1.31405731  0.383348706
## Hlil_159      -0.84792519 -0.48561697  0.97028121 -0.32308440 -0.734712442
## Hlil_160       1.57339547 -1.79480572 -0.72943974  1.49092140  1.092460257
## Hlil_161      -0.51928322 -0.83581065 -1.06795011  0.13737306  0.499898599
## Hlil_162      -0.69589838 -0.87833264  0.23021369 -0.38971545  1.501174850
## Hlil_163      -0.57943674  0.60023990 -0.54056390 -0.75758943 -0.072949661
## Hlil_164       0.40819279 -0.30518919 -0.48546082  0.10949333  0.538103004
## Hlil_165       0.25397043 -0.16229348  1.51710203  0.85642399  0.457121688
## Hlil_166       1.87439353  0.25611001 -0.48097128 -0.13542832  0.643199717
## Hlil_168      -1.24214640 -0.11894569  0.39081130 -0.34110825 -1.060073429
## Hlil_169      -0.75829494 -1.04162867  0.10736130  0.10441268 -0.782778684
## Hlil_173       0.01916399  1.14679840 -0.19692629  0.64885989  0.662633474
## Hlil_174      -0.00465596  0.78364502 -0.23430613  0.27334089  0.632443656
## Hlil_175       0.69734145  1.16968983 -0.15678467  0.62736289  1.183593378
## Hlil_176      -0.08745520 -0.34476054 -1.14799307  0.52184519 -0.748001908
## Hlil_177      -0.45835874  1.59597482  0.44571125 -0.09535195  2.126687885
## Hlil_178       0.08571467  0.24665742 -1.21409970  0.93383278  0.285685695
## Hlil_179       0.28538711 -0.86675673  1.23693504  0.54887766  0.919752818
## Hlil_180      -0.12217900 -0.34016083 -0.06389729  0.24909573 -0.323667971
## Hlil_181      -1.22350307  1.17985144 -0.41977199  0.16165600 -0.688231653
## Hlil_182       1.04611275 -0.73280967  0.36521958 -0.64927524 -1.343512683
## Hlil_183      -0.21605782 -0.77107778  1.05482696  0.41046546 -0.432592913
## Hlil_184       1.23363662  0.72274281 -1.55543868  1.00053343 -1.337953423
## Hlil_185      -0.25999448  1.67977933 -0.94334727 -0.68318626  0.032478019
## Hlil_186       0.58551751 -1.44895422  0.59532463  0.23149664  0.132833602
## Hlil_188       0.08852131 -0.26378100  0.32436223 -0.22934167 -1.295543540
## Hlil_189      -0.36825772  0.35832571  0.98901435  0.23553345 -1.518755525
## Hlil_190       1.37351831 -1.80089383  2.12532330  0.62462119 -0.505601931
## Hlil_191      -1.34009312  0.96123038  2.04929573  0.05629172  2.637962619
## Hlil_193      -0.47041754 -0.56002288 -1.44623481  0.84565985 -0.508179241
## Hlil_195      -0.76744637  0.52046446 -3.12733180  1.14353240  0.947150207
## Hlil_196       0.89092838  0.26192213  1.36721928  1.08160614  0.954141232
## Hlil_197       0.19769122 -3.43045653 -1.70553676 -1.66889616 -0.434558321
## Hlil_198      -0.33175762  0.08116590 -1.16638453 -0.44525955 -0.605100364
## Hlil_199      -0.74326738  0.43282400  0.64749512 -1.20746531  0.180186486
## Hlil_200       2.17251932  1.42113914 -1.46758277 -0.74558801 -0.589613556
## Hlil_201       0.17741396  0.19865500 -0.21331204 -0.26125850  0.104146752
## Hlil_202       1.57229275  0.19967583 -0.06082456 -1.33632939 -0.786210848
## Hlil_203       1.31089324  0.85986899  0.45638543  1.52325025  1.193709232
## Hlil_204      -1.93384660  1.21989044  0.40362584 -1.72385109  1.186802911
## Hlil_205      -0.80964376  0.49750481  0.07975086  0.40033761 -0.774935371
## Hlil_207      -0.18988012 -0.30487500 -0.36047159 -0.68568445 -0.088606814
## Hlil_208       1.16441582  0.53625792 -0.82006022  0.47275770  0.852987378
## Hlil_209       0.71343794  0.40053284  0.08773475 -0.72332085 -0.371976494
## Hlil_210      -1.05349993  1.10506935 -1.02496872  1.35938931  0.880924763
## Hlil_211       0.69476758 -0.08133828  0.05974373 -0.18090322 -1.259817453
## Hlil_212      -0.34370905 -3.01044171  2.00925396 -0.70132094  0.950767478
## Hlil_213       1.79698654  0.11021454  0.44037503  0.60762412  0.387737007
## Hlil_214      -0.12793638  0.35350575  1.69863143  0.24547510 -0.886023974
## Hlil_215      -1.53908104 -0.08657904 -0.28709208  0.55651566 -2.765439140
## Hlil_216       0.12986453 -0.48456103 -1.24133413 -0.25444966  1.182777218
## Hlil_217       0.70499038 -0.69091088  0.34045399  0.51734027  1.676148144
## Hlil_219      -0.64245480 -0.42800353 -0.73874813 -0.16110670 -0.686296973
## Hlil_220       0.28198135 -0.14018338 -0.90955590 -0.11067262 -2.001005342
## Hlil_221       0.84545463  1.12518502  0.25816248  0.98596337  1.043345676
## Hlil_224      -0.18312068  0.46535362  0.39989072 -0.50212878 -0.366907866
## Hlil_225      -1.33133559  0.63400924  1.41541090 -2.44016610  0.298084183
## Hlil_226      -0.91261635  0.89603818  0.50381061  0.05119853  0.556662488
## Hlil_228       0.56032622  0.66258749  2.08932426  2.74015942 -3.092515161
## Hlil_229       1.57551278 -2.11049156 -0.55671239  0.29110816  1.170813715
## Hlil_231       0.86788692  0.10496042 -0.52537185 -0.35472365  0.707582192
## Hlil_232       0.02456679  0.31557094 -0.76114276 -2.49122948  0.622680794
## Hlil_233      -1.23423311 -0.42142733 -0.75221421  0.71361993 -0.570703522
## Hlil_235       0.32404344  0.71305234  1.21308341 -0.44308190 -0.397225125
## Hlil_239      -0.65843702 -2.60725943 -0.74235129 -0.41367905 -0.116407692
## Hlil_240      -1.83140926 -0.65925173  1.65874517  1.01085350  0.025005961
## Hlil_241      -0.76822880  0.46826274  1.15352044 -0.44699694  0.251449954
## Hlil_242       1.48599568  2.79258589  0.34575662 -0.16315867 -0.682743396
## Hlil_243      -0.91540405 -0.02259359  0.51873976 -0.32961834  0.758308129
## Hlil_244       0.72075593 -1.06535091  0.66371222  0.93706921 -0.278744265
## Hlil_245       0.92558924  0.07963799 -0.35098758 -0.53296695  0.053662427
## Hlil_246      -2.74350182  0.30189899 -0.19766418 -1.07916401 -1.266140249
## Hlil_247      -1.43209872  0.67218074 -1.14425213 -0.47477721  1.015828598
## Hlil_248       0.93231592  0.91556944  1.18473974  2.02948578 -0.569199950
## Hlil_NBG_351  -0.04064474 -0.99783074  0.14752358  0.04259786  0.426655552
## Hlil_NC_167   -0.22063224 -0.30165434 -1.33157747  0.66974655 -0.846564321
## Hlil_NC_170    0.74529675 -0.29731701 -0.87115699  0.33284806  0.099199060
## Hlil_NC_171   -0.10403699 -0.25161140 -1.24228107  0.73120604 -0.489363372
## Hlil_NC_172   -0.26585622 -0.29430213 -1.19658474  0.73124449 -0.594112049
## Hlil_NTBG_260 -0.23153705 -0.31414187  0.75978282 -0.17415453 -0.805217228
## Hlil_W_222    -0.15220539 -0.02236375  0.49651113  0.08611524 -0.095437548
## Hlil_W_223    -0.23135613 -0.40303879 -0.18669336  0.29051947  0.713226788
## Hlil_WBG_226   0.41403642  0.97700300 -1.34552611  0.46869424 -0.254020779
##                       PC66         PC67         PC68         PC69         PC70
## Hlil_130       0.901462519 -0.255654623 -0.029415923 -0.345521108  0.376148305
## Hlil_132       1.609674882 -0.306581047  0.577349655  0.081252750  0.504907825
## Hlil_137      -0.187734632  0.216610459 -1.413867853  0.983140458 -0.319016813
## Hlil_143      -0.492186774  1.610686315  2.026680723  0.050422107  1.294101591
## Hlil_145       0.694004578  1.427411580 -0.487263649  0.942279579  0.576910548
## Hlil_146      -1.582417558  0.936681969 -0.809073137 -0.248067557 -2.721228958
## Hlil_147       0.519788096  0.650684271  1.103516515  0.958071728  0.424997127
## Hlil_148      -0.273556324 -0.575313679  0.143555512 -0.835532680  0.752379851
## Hlil_150      -1.212514688 -0.968886330  0.053522026 -0.494589829 -0.334085628
## Hlil_152      -0.614948754 -0.535759240  0.769174502 -1.119552635 -0.610630844
## Hlil_153      -1.109407564  1.105872078  0.708977869 -0.394787973 -0.496531518
## Hlil_154       0.279357560 -1.975099949  0.531317917  0.159635125  1.331969697
## Hlil_155      -0.448734672  0.743535651 -1.845215540  0.357566540  1.180704698
## Hlil_156       0.591222974 -0.200264035  0.984904773  0.203309756 -0.692422788
## Hlil_157      -0.440324600 -0.316968792  0.017287820 -1.225260989 -0.483791138
## Hlil_158       1.479070994 -0.953514003 -0.760107998  0.962297746 -1.771950381
## Hlil_159      -0.217422814 -1.085126895 -0.557553759 -0.069227139  0.298148225
## Hlil_160       0.771115344  0.371310821 -0.128471120  1.355129565 -0.831837706
## Hlil_161      -0.961114504  1.509091277 -0.297346878  0.329523180  0.871796349
## Hlil_162      -1.035484850 -0.759165301  1.202810531  0.103707609 -0.489488326
## Hlil_163       0.678305193  0.262240516 -1.303496655 -0.133714331  0.730302850
## Hlil_164      -1.717829256 -0.421973836  0.057942510 -0.145838529  0.007341704
## Hlil_165      -0.383988213  0.595773035 -0.585901590 -0.705892820  0.095676759
## Hlil_166      -1.937130169 -0.459501453  0.589985997 -0.040145539 -0.109186595
## Hlil_168       0.464929965  0.336804205 -1.523530560  1.123605950 -1.310250509
## Hlil_169       1.849851929  0.707817717 -0.154729481  0.667877919 -1.520459414
## Hlil_173      -0.372411423  0.311970249  0.353066002  0.148010053 -0.437500380
## Hlil_174      -0.497732462  0.379109773  0.270521351 -0.003623579 -0.711266045
## Hlil_175       0.132510129 -0.009722382 -0.245218273 -0.659291489 -0.606875323
## Hlil_176       0.222308946 -0.781266699 -0.963842237 -0.050097443  0.549882229
## Hlil_177       1.052434191 -0.916696087 -1.284969385  0.404193320 -1.178647437
## Hlil_178      -0.093147859  0.495061348 -0.294630509 -0.045877780 -0.157817535
## Hlil_179       0.762183399  0.958710070 -0.121687566  0.333334958 -0.736505102
## Hlil_180      -0.198920383 -0.373022887  1.245334064 -1.296850522  0.743127509
## Hlil_181       0.020813295  0.888137991  1.405003145 -0.454523395 -0.391158455
## Hlil_182       0.116917250  0.373565634  0.425318592  0.703470444  0.327849624
## Hlil_183       0.136007467 -1.070262007  0.815880154 -1.389449826 -0.505995192
## Hlil_184      -0.719686250 -1.439276328  0.290652876 -1.121146004  0.230950322
## Hlil_185       0.974892996 -1.072323566  0.128933732  0.240404938 -0.674250492
## Hlil_186       2.744755476  1.174850706 -0.208397113  0.049081102  0.553942153
## Hlil_188       0.977829846  0.270594237 -1.078750730 -0.963628157  0.349156328
## Hlil_189       0.212440272 -0.827023484 -2.185182169 -2.288980909 -0.051829691
## Hlil_190      -0.075446544 -0.338560469  0.046017294 -0.559348084  0.322019868
## Hlil_191      -1.103609800  0.466854483  0.751937621  1.177738903  0.428795503
## Hlil_193      -0.160298609  0.107679401  0.454735570 -0.231943288  0.277013421
## Hlil_195       0.751303490  0.966219023  1.048316632  2.148145268 -1.256550925
## Hlil_196       1.893639830 -0.081473880  1.359795727 -0.001599852 -0.264995434
## Hlil_197      -1.755999591  0.319654991 -0.702207165  0.336661805  0.342315199
## Hlil_198      -0.861266076  0.025833830  1.379048806 -0.188083979  1.630694254
## Hlil_199       0.110093184 -0.281054540 -0.461857015  0.258442322 -0.938964681
## Hlil_200       0.480937857  0.898307008  1.194532132  0.583260793 -1.094297491
## Hlil_201      -0.009608535 -0.028301051 -0.143576517  0.304199084  0.183831360
## Hlil_202      -0.666447158 -0.652663533  1.222859180  0.574807416 -1.233081458
## Hlil_203      -1.722211492 -0.358910230 -0.181044937 -0.325266711  0.956986354
## Hlil_204       0.639577863  1.111554263 -1.755884562 -1.045485081  1.927434391
## Hlil_205       0.024901870  0.345866733 -0.666637081  0.370516235  0.526828304
## Hlil_207       0.339855666 -0.671977128 -0.600566474 -0.056842733  0.163221175
## Hlil_208       1.716979046  0.180104388  1.384168858  1.050819478  1.061473911
## Hlil_209      -0.724370659 -0.809024636  1.244736223 -0.908334949 -1.547211893
## Hlil_210       0.654033512 -1.078135552 -0.031401658  1.408420491  0.618501520
## Hlil_211       0.340572692  1.547889932 -0.403247553 -0.084098269 -0.896915421
## Hlil_212       0.341377180 -2.435878354  0.457158433  1.343105431  2.298673483
## Hlil_213      -0.880089576 -0.022302204 -1.565858152 -0.500636108  0.436633658
## Hlil_214       0.370765983  1.252084425  1.386471655 -0.416348805 -1.226828509
## Hlil_215      -1.141908733 -0.930268439  1.744506652  1.881418021 -0.070466250
## Hlil_216       0.385690993 -1.318874571 -0.447753841 -2.396306822  0.220674321
## Hlil_217       0.981181318 -1.508966849  0.006091811  2.200542658  1.199522544
## Hlil_219       0.063420649 -0.725412281 -0.884111817  0.478726558  0.129091775
## Hlil_220      -1.508172020  1.301998014 -0.099725250 -0.282902910 -0.701613808
## Hlil_221       0.148571163 -0.326621859  0.734309829  0.600303657  1.866661176
## Hlil_224       1.152152604  0.470132995 -0.307661363 -1.519387131 -0.755996203
## Hlil_225      -1.714353165  1.387854497  0.254863125  0.482983443 -0.048515617
## Hlil_226       0.859510824 -0.850877742  0.358805921  0.884120973  0.041289027
## Hlil_228      -1.214356521 -0.914065325 -0.747856587  1.676693995  1.372948057
## Hlil_229       0.622533475  1.878541759 -2.036454047 -1.464371127  0.351786660
## Hlil_231      -1.075452303  0.224689446 -0.710057843  1.033264034 -0.313323571
## Hlil_232      -0.885147475 -2.103642513  1.091973320 -1.692876409 -0.833597753
## Hlil_233       0.406093286  0.664424918 -0.650922869 -0.301301991  1.543785190
## Hlil_235       0.781503823  0.513754100 -0.484615939  1.160507752 -0.086663714
## Hlil_239       0.484307494 -0.048502877  1.329325360 -0.849712029 -0.465245552
## Hlil_240      -0.202887239  3.017462340  1.781823946 -0.675332578  0.825242593
## Hlil_241       0.597521090 -0.770526940 -0.310179876 -1.541093371 -1.070947909
## Hlil_242       0.142751985  0.472707082 -1.295043038  1.290259964 -0.853599072
## Hlil_243      -1.177847705  1.952134046  0.364473710  0.654102916  0.893012772
## Hlil_244       0.589469983 -0.385078296  0.952169871 -0.093869471 -2.738272477
## Hlil_245      -1.018260417 -0.591285458  0.461643029 -0.894155839  0.331350946
## Hlil_246       1.444817931 -1.739065990 -0.065011788  0.455091065 -0.209931023
## Hlil_247      -1.580068020  0.692378640 -0.405723034  0.473554648  0.910503146
## Hlil_248      -0.664143233  0.335270954 -1.808629607 -0.824300388 -0.836367512
## Hlil_NBG_351   0.560574371  0.250816564 -0.261088223  0.133762630 -0.069991584
## Hlil_NC_167   -0.143398369 -0.490270754 -0.615068175  0.007433540  0.111361391
## Hlil_NC_170    0.177452550  0.077291454 -0.217226089 -0.367003006  0.069732670
## Hlil_NC_171   -0.249615913 -0.138301472 -0.771045759  0.104957669  0.305420042
## Hlil_NC_172    0.209840931 -0.279592436 -0.956029174 -0.043751696  0.551759234
## Hlil_NTBG_260 -1.185995719 -0.943088300 -1.192403385  1.242894513 -0.171041240
## Hlil_W_222    -0.088641895  0.070961596  0.288491099 -0.009618170 -0.526299749
## Hlil_W_223    -0.504505684 -0.756200787  0.382315874 -0.386400516  0.215993895
## Hlil_WBG_226   2.347486259  1.023340304  1.675232998 -2.781078542  2.038593583
##                       PC71         PC72         PC73        PC74         PC75
## Hlil_130       0.826821639 -0.403954833 -0.435726821  0.10872020 -0.715766986
## Hlil_132       0.020796592 -1.146874357  0.192054661 -1.19729331  0.571952972
## Hlil_137      -0.778482771  1.294060915  0.251217539  0.38885607 -0.743656587
## Hlil_143      -0.265022926 -0.355800225 -0.367895695  0.17348324  0.250765933
## Hlil_145       0.232738845 -0.156071813 -0.574674115 -0.88829069 -0.885493176
## Hlil_146       1.207041197  0.004706784 -0.179463487  1.03075394 -0.762709527
## Hlil_147       0.480581638 -0.372052482 -0.052462674  0.78249136 -0.001282724
## Hlil_148       0.708900348  0.774722514 -0.311690057  1.51141352 -1.687128479
## Hlil_150      -0.088782357 -0.061881401  0.347400815 -0.22100907  1.274447217
## Hlil_152      -0.598499375 -0.920166282  1.031006833  0.26112023 -1.880574359
## Hlil_153       0.483889046  0.604491663  0.300992375  0.66695479 -1.870612401
## Hlil_154       0.528476026  1.142510675  1.069698377  0.05160766  0.768710436
## Hlil_155      -2.542098271  0.358539663 -0.516743528 -0.18160410  0.306078382
## Hlil_156       1.083827932  0.504318873  0.491028556 -0.24591842  0.566076459
## Hlil_157      -0.506978664 -0.035091926 -2.655716931  0.05416257  0.312211984
## Hlil_158      -0.702562745  0.844810828  0.285332949 -0.29690421  0.412846954
## Hlil_159      -0.733945457 -0.114969825  0.167733258 -0.99875044 -0.091040814
## Hlil_160       1.226691834 -1.860458315  1.009908884 -0.15676237  2.113138447
## Hlil_161      -1.663163754 -1.098988836  0.978243921  0.85741334  0.854231913
## Hlil_162      -0.640207637 -0.831279471  0.850411421 -0.72316671 -0.315996007
## Hlil_163       0.138280047  0.047793515 -0.182415861 -0.05509602 -0.260069046
## Hlil_164      -0.309252447 -1.258766130  0.358619134 -1.18313272 -0.459609860
## Hlil_165      -0.547656485 -0.033439170  0.002067241 -1.79630588  1.109838921
## Hlil_166       0.096259931 -1.407666313  0.896509293 -0.78841832 -0.351344267
## Hlil_168      -0.318061645  0.675105841  1.968648900  1.67502706  0.179686362
## Hlil_169      -0.412808475  0.620225733  0.053643771  0.69401226  1.171391313
## Hlil_173      -0.570814451  0.038991139 -0.170460626  0.88369722 -0.764992942
## Hlil_174      -0.388631092 -0.170668908 -0.173386116  1.13273278 -0.523482467
## Hlil_175      -0.108666506 -0.302716785 -0.363180073  1.68144527 -0.058522753
## Hlil_176       0.618934762  0.717488649 -0.343760547  0.29821403 -0.239767909
## Hlil_177      -1.116779957 -0.612143754 -0.006398960 -0.77582119  0.884528651
## Hlil_178       0.599041421  0.234036477 -0.685459538  0.55656350  0.053572748
## Hlil_179      -1.078251885  0.959924720  0.401985861  1.08586516  0.164230454
## Hlil_180       0.129608137  0.559625845 -0.111502922 -0.29908793 -0.165612555
## Hlil_181       0.059769962  3.991703056  0.963924577 -1.31115476 -0.445266693
## Hlil_182      -0.071718313 -1.909960307 -1.070268825  0.66136048  0.001836577
## Hlil_183       0.170084937  0.211811547  1.062216314  0.34828350 -0.332327471
## Hlil_184      -1.615004414  0.314901628  1.262209620  1.01159222 -2.129295141
## Hlil_185       0.607844593 -0.616329358 -0.176894332  3.57088349  1.374755587
## Hlil_186      -0.850967550 -1.523988637 -0.136933735  0.06016584 -0.751581384
## Hlil_188       0.221455491  0.752324541  0.227272628 -0.44380992 -1.674447517
## Hlil_189      -0.135623066 -1.817115733 -0.143957548 -1.13131643 -0.464339032
## Hlil_190       0.950271517  2.156514818  0.351767914 -0.04943930 -0.081297346
## Hlil_191       0.520068479  0.708305938 -0.704936333 -0.95621618  1.052135731
## Hlil_193       0.240641203  0.833772114  0.132247993 -0.56673586  1.136764026
## Hlil_195       0.860672576 -0.811915647  2.694884528 -2.23927442 -1.972358801
## Hlil_196      -0.030323523  0.791837281 -0.527676920 -1.19490025 -0.760865675
## Hlil_197      -1.697646644 -0.121944000 -0.210123797  0.49022478 -1.143840671
## Hlil_198       0.408719738  1.114964701 -0.357184348  0.85925438  1.914114001
## Hlil_199       0.676309448  0.973606977 -0.503561082  0.63274156  1.278136263
## Hlil_200      -0.358090534  0.366933451 -0.138934207  1.09986885 -0.024291085
## Hlil_201      -0.208264461 -0.201108604 -0.224737141  0.20251339  0.078700695
## Hlil_202       1.150467245 -2.032922215  0.552961961 -0.60527926 -0.955137021
## Hlil_203       0.864603022  0.186380983 -0.810765087 -0.05222261  0.894201273
## Hlil_204       2.154264248 -1.300210818  0.249746127 -0.26916183  0.002038634
## Hlil_205       0.670780717 -0.297337541  0.019123250  0.43765322 -0.503384338
## Hlil_207       0.444317042 -0.184543150  1.379846474  0.15037328  0.055529418
## Hlil_208      -1.536287839  0.906698119 -2.215734133  0.38756744  0.082202588
## Hlil_209       1.294788967 -0.554058252 -0.539967912  0.84014808 -0.340762689
## Hlil_210      -1.539411618 -0.616580262 -1.198533040  0.16690922 -0.042746473
## Hlil_211       0.573046770  0.380595246  0.917809730 -1.12677859  2.397109535
## Hlil_212       1.428595198  0.216296200  1.038774847  1.59593032  0.953603381
## Hlil_213       0.835131346 -0.483098634  0.856796160 -1.29332946  0.069158652
## Hlil_214      -1.192503813  0.304292818 -0.620255545 -0.96482276 -0.953989205
## Hlil_215       0.654561896  0.108516659 -1.450268230 -1.48857655 -0.680804074
## Hlil_216      -1.624480417 -0.994340474  0.752201055 -1.05738748  0.638797099
## Hlil_217      -1.034780396  0.493716779 -0.751366771  0.51798100 -2.235189028
## Hlil_219       0.479332851  0.184641369 -0.517355312 -1.28824232  0.527120750
## Hlil_220       0.752292938  0.276595008 -0.478712901  0.56280268  1.531324338
## Hlil_221       1.117065300 -0.313977802  1.165785474 -0.33625713  0.019335377
## Hlil_224       0.405466702 -1.398878733 -1.643170459 -0.13976194  0.190353069
## Hlil_225      -2.218198087 -0.017461895  0.717461378 -0.42910122  0.449816890
## Hlil_226       0.094788342  0.203213719  0.246975291 -0.38791031 -0.751319287
## Hlil_228      -1.732410698 -0.811193503 -0.043584262 -0.08942025  1.249313481
## Hlil_229       0.537045617  1.829805592 -0.568513932 -0.33799869 -0.483940663
## Hlil_231      -0.962651342  0.419223720 -0.809892733 -0.24487064 -0.191308403
## Hlil_232      -0.347309718  1.855293770 -0.318350252 -1.49022219  0.890216251
## Hlil_233      -0.522129278  0.751112405  0.482111255 -0.63237239 -0.082574347
## Hlil_235       0.731043952 -0.666918477  0.048914069 -0.21000512 -0.712060890
## Hlil_239       0.325483352 -0.951872231 -3.478518541 -1.12487673  0.322781803
## Hlil_240       0.674892658 -0.822824066  1.145751792  1.45359149 -0.139418365
## Hlil_241       0.257612129 -0.680858154 -0.937835690  1.13643202 -0.759725826
## Hlil_242       2.055001480  0.204446596 -0.110698333 -0.88819691  0.047468561
## Hlil_243      -0.817470637  0.016800312 -0.503817286 -0.40981848  0.095487837
## Hlil_244      -1.770730285 -0.585763280  0.125507378  0.25605804  1.754173781
## Hlil_245      -0.739625545 -0.621445035  0.624992714  0.86755525  0.599253002
## Hlil_246      -0.793503441  0.046301735  1.473622295 -0.33313451  0.405280922
## Hlil_247       0.468332864 -0.689156240  0.229897585  0.50724117  0.456261728
## Hlil_248      -0.544808907  0.767696124  1.006210044  0.48162061 -0.137975045
## Hlil_NBG_351   0.009430122  0.019456054 -0.364041370 -0.56896219  0.104436195
## Hlil_NC_167    0.454232721  0.429425112 -0.398384849  0.31881985 -0.062994262
## Hlil_NC_170    1.433414115  0.435378530 -0.400523914 -0.76886235  0.320619012
## Hlil_NC_171    0.545284640  0.507336042 -0.446119012  0.57287847 -0.379586966
## Hlil_NC_172    0.358800529  0.673019549 -0.408447222  0.34018597 -0.067199660
## Hlil_NTBG_260  1.443340050 -0.463551438 -1.952253157  0.14889822 -1.182048622
## Hlil_W_222     0.348512020  0.358875536  0.063461004 -0.15191198 -0.112927516
## Hlil_W_223     0.541124712  0.144122717  0.857030417  0.53177619  0.083362586
## Hlil_WBG_226  -0.486173461 -0.684925274  0.987248501  0.28404717  0.363268169
##                       PC76        PC77         PC78        PC79          PC80
## Hlil_130       0.325668620 -0.78933815  1.206400359  0.60833161  0.8620629138
## Hlil_132      -0.240217284 -0.38823881 -0.583783230 -1.00317898 -1.2751395522
## Hlil_137       0.339883195 -0.14529366  0.359818572 -0.95045299 -0.4669037049
## Hlil_143      -0.434802050  0.72307862 -2.793290459 -0.31882863 -1.6448191975
## Hlil_145      -0.076289410 -0.59267091 -0.106682220  0.31520265  0.6668778044
## Hlil_146      -0.375703506  0.51944713  1.248703411  0.62446199 -0.6913039743
## Hlil_147      -0.627780591 -0.40596253 -0.149284519 -0.31607353 -0.5283113870
## Hlil_148      -0.279507200 -0.04100090  0.144784687  1.06204329  0.9800053096
## Hlil_150      -0.014315524 -0.28876027 -0.335186668  0.65192478  1.4981669734
## Hlil_152       0.048129452  1.31501143  2.741344473 -1.00087891  1.1841348742
## Hlil_153      -0.143582649  0.69326267  0.869667681  1.20032176 -1.7735070902
## Hlil_154       0.441111916 -0.55390101 -0.618951622 -1.57185878  0.2014785459
## Hlil_155      -0.440811927  2.09236926  1.090983155  1.62174063  2.5852552747
## Hlil_156       0.976497777 -0.71766261 -0.173689036 -0.19980800  2.5896645368
## Hlil_157       0.169325472 -0.85903135 -1.263712084 -0.11228931 -0.8298198664
## Hlil_158      -0.018461374 -1.46632474 -0.593011564 -0.45402215 -1.1322739694
## Hlil_159      -0.891312965 -0.29736246  0.672654410 -2.90719285 -1.3039266870
## Hlil_160      -1.243630481 -1.61614950  0.085916720  1.09494163 -0.8454772121
## Hlil_161      -1.018127915  0.71783670  0.253995704 -0.52238170  0.2409374076
## Hlil_162       0.787634740 -0.61713652 -0.201493180  0.09597978 -0.3637398592
## Hlil_163      -0.007304166  0.44235212 -1.061624302  0.08799668  0.1788679336
## Hlil_164       1.597732072  0.02846593 -0.320877310  0.71837970 -0.8137980266
## Hlil_165      -0.431098226 -0.42144514 -1.215204960 -0.27305043  0.6394311000
## Hlil_166       0.913829035 -0.07730872 -0.150397567 -0.38293413  0.5479452055
## Hlil_168       1.052693022  0.67612347  0.829776238  0.40486509 -0.8585710143
## Hlil_169       0.263985762  0.41882100  0.378701665  2.02871744 -0.1072198843
## Hlil_173       0.585937665  0.55699152  0.119722662 -0.75102684 -0.0482649579
## Hlil_174       0.519874495  0.49016179  0.509706398 -0.65042932 -0.3547173568
## Hlil_175      -0.856053411  0.26042428  1.071709986 -0.50932704 -0.9657191479
## Hlil_176       0.401626363  0.20428487  0.195065940  0.85029869 -0.2664874447
## Hlil_177       1.431345980 -1.71622375 -1.028330686  0.35476532  1.3098083743
## Hlil_178       0.726998574  0.19433591 -0.348237643  0.84016065 -0.5904170171
## Hlil_179       0.055728356  0.35975171 -0.091057989 -0.40093188  0.7679596724
## Hlil_180      -0.976398024 -0.35440708  0.428967008 -0.79559092 -0.3495975946
## Hlil_181       0.851030962 -0.80962412 -0.727222410  0.62620283  0.7612214787
## Hlil_182       0.540448197  1.04640098  0.782826225  0.05681137 -0.6895985457
## Hlil_183      -0.508629551 -0.36190979  0.828407734 -0.40952409 -1.3726513561
## Hlil_184      -3.574734811 -1.12802399 -2.421653710  2.18834267  1.0747537338
## Hlil_185       0.185301181 -0.03157257 -1.024181050 -2.44384693  1.0743557998
## Hlil_186      -0.867480986 -1.42979644  1.112041123 -0.30102035  0.8338847296
## Hlil_188       0.937120584 -0.15032280 -0.845454716  0.12925155 -0.1914024637
## Hlil_189      -0.818075088  0.11879432 -0.653827187 -0.06737349 -0.3245224983
## Hlil_190       0.299140799  0.56005282 -0.564681064  0.61788466  0.9059665244
## Hlil_191      -0.789371300  0.40780899  1.032967167 -0.24579137  0.6007527160
## Hlil_193      -1.207964265 -0.66499322  0.570842496 -0.40240049 -0.6244236987
## Hlil_195      -0.426360972  1.54374923 -1.337188718 -0.09181478 -0.1553623960
## Hlil_196      -0.661765020  0.70089005  1.318388068  1.09441271 -0.1454274083
## Hlil_197       2.242811337 -0.97515780 -1.040422731 -0.51315972 -1.4794071861
## Hlil_198      -1.229449299  1.52703554  0.073981508  0.07702857 -0.8941167071
## Hlil_199       0.526540902  1.19513151 -1.043586002  0.01646386  0.1387226881
## Hlil_200      -0.121646205 -0.85077376  1.113060318 -0.40007264  0.3893983524
## Hlil_201      -0.145964279  0.21606106  0.274672353  0.15478359 -0.0032732702
## Hlil_202      -0.211680475 -0.30929919  0.406601666  0.57958519  1.8155543609
## Hlil_203       0.105231792 -1.86102727  0.483481255  0.28038790 -0.0121019247
## Hlil_204      -1.546891038 -0.12881292  0.968877617  0.29224988 -0.2285642606
## Hlil_205      -0.538846354  0.06391142  0.008642256 -1.12898902  0.7143670100
## Hlil_207      -0.117653053  0.43533876 -0.007784939 -0.95806629  0.2988894125
## Hlil_208      -0.437635096 -1.78772947  2.000141614  0.75112178 -1.6685668364
## Hlil_209       0.031480284 -0.68282652  0.140938138  0.50592480  0.3868405893
## Hlil_210      -0.344041408  0.91255779 -0.704824427  0.88467546 -1.0479641360
## Hlil_211      -0.959362346  0.90725013 -0.559410816  0.06376999 -0.9177059281
## Hlil_212       0.190050780  0.81172454 -0.978366263  2.00878799  0.1318959121
## Hlil_213       0.153173888  0.59681763  0.860362687  0.30150350 -0.1925543621
## Hlil_214       0.035141232 -0.04331862 -0.273393643  0.09766150 -0.0937056125
## Hlil_215       0.255665591 -0.18035599  0.283016362 -1.34803648  0.3142862125
## Hlil_216       0.088867208  0.40076249  0.787148653  0.45908230 -0.3462699129
## Hlil_217      -0.267123030  0.80070940 -0.330113251 -1.80246228  1.1362663502
## Hlil_219       0.176719510 -0.09200161  0.108304012  0.41415828  0.1676695555
## Hlil_220      -1.038734177 -1.15350324  0.384969144 -0.76855893  1.5326720089
## Hlil_221       0.002747943  1.41646278 -0.385996178 -0.66773893  0.1041780979
## Hlil_224       0.236685574  0.50623409 -0.460365072  0.75019388  0.0921415109
## Hlil_225      -0.303714110 -1.53879764 -0.267916002  0.83319668  0.0705444447
## Hlil_226      -0.824772862 -0.04009854 -0.422395088  0.59143284 -0.6243250695
## Hlil_228       2.112999259 -0.23778772  1.077787350  0.72160697  0.5715040045
## Hlil_229      -0.541705791 -0.64733922 -0.577434177 -2.52140844  1.3114684789
## Hlil_231       0.562339666 -0.26739093 -0.089791457  0.21483547 -0.1912278764
## Hlil_232      -0.189995723  0.60180869  1.435133629 -0.33723406 -0.8003723594
## Hlil_233      -1.290728291  1.23640796  0.299874624  0.25488074 -0.5902577461
## Hlil_235       0.467150001 -0.09134702 -0.016860426 -0.67594619  0.0926769035
## Hlil_239       0.574490180  1.54813349 -0.086414336 -0.20080087  1.4226633124
## Hlil_240       0.698567594 -1.89916105 -0.268529111  0.72475228  0.4516131966
## Hlil_241       1.120985186  0.68549696 -2.604893925  0.28931879 -0.9308100963
## Hlil_242       1.021852992  0.88030045  0.378369892 -0.08601915 -0.8475074479
## Hlil_243       0.108187801  0.65266523 -1.199368726 -0.52613502  0.2679199906
## Hlil_244      -1.427151444  2.48418533 -0.777834094 -0.37225386  0.8686040155
## Hlil_245      -0.293586994 -0.45593706  0.046749466 -0.20992627  0.2378457596
## Hlil_246      -0.051459851 -1.89850546  0.807006133  0.14439192 -0.0695743927
## Hlil_247       0.548454492 -0.42539770  0.064692000 -0.45982116 -0.2029824106
## Hlil_248       0.013918388 -0.15651615  0.089257821 -0.96050812 -0.8941016716
## Hlil_NBG_351  -0.114027109 -0.22871619 -0.045751209  0.26735306 -0.3335025245
## Hlil_NC_167    0.552020333  0.07683534  0.348853573  0.86819685 -0.0985042332
## Hlil_NC_170    1.246130634 -0.19264440 -0.110023468  0.64628411  0.0183274749
## Hlil_NC_171    0.552108757  0.43079958 -0.040981081  0.72387442  0.0003767043
## Hlil_NC_172    0.434232929  0.20092407  0.576686733  0.59836799 -0.0231583021
## Hlil_NTBG_260 -2.219565556 -1.20630014 -0.624969897  0.07528168 -0.2146749143
## Hlil_W_222     0.240017597 -0.15123577 -0.104968816 -0.20715567  0.0188375915
## Hlil_W_223     0.466153050  0.59967368  0.545063652 -0.36353444 -0.6992753454
## Hlil_WBG_226   2.929744069  0.16879971  0.214354689 -0.27433432  0.0591129915
##                        PC81        PC82         PC83         PC84        PC85
## Hlil_130      -4.850300e-01  0.31171137  0.408270560  0.504549801 -0.11176726
## Hlil_132      -1.826395e-01  0.91222189  1.254924959 -0.515825276 -0.57478726
## Hlil_137       1.382566e+00 -0.54514186  0.077955721 -0.939114572 -0.68032637
## Hlil_143      -3.289857e-01 -0.69709589  0.026607454  0.785239552  0.47712140
## Hlil_145       1.524630e-01 -0.15873508  0.308795945 -0.190167822 -0.25143699
## Hlil_146       2.473835e-01 -0.57692827  1.411865142 -0.586472500 -0.62458948
## Hlil_147      -5.780169e-01  0.09952977  0.063513530 -0.271524253 -0.02511908
## Hlil_148      -2.943906e-01  0.42378102 -1.208223076  0.185836133  0.58700851
## Hlil_150      -3.815301e-01 -0.84407371 -0.403948151  1.000179014 -0.88122142
## Hlil_152       4.815561e-01 -0.02540090  1.291584289  0.481911567 -0.44458205
## Hlil_153       1.217502e+00 -1.16565512 -0.125980531 -0.719538196  1.00507422
## Hlil_154       1.293602e-01 -0.71998510  1.117954619 -0.144134222  0.12671773
## Hlil_155       1.760744e+00  0.96142399 -0.186203484  0.377577689  1.06639640
## Hlil_156      -9.363599e-01  2.01055319 -0.011217625  0.134763507 -0.33944770
## Hlil_157       1.173036e+00  1.13654023 -0.592509658  0.730800689 -0.06338397
## Hlil_158      -1.778112e+00  1.80005339 -1.421033427 -0.776309812 -1.42060694
## Hlil_159       4.907728e-01  0.49189218 -0.239963513 -0.751525738 -0.71063815
## Hlil_160      -3.599712e-01 -1.06450858 -1.042601205 -2.252465124  2.01075653
## Hlil_161      -1.712047e+00 -0.39073524  0.885217181  1.730061431 -1.77405020
## Hlil_162      -4.671623e-01  0.29339836  0.415263862  0.101179942  0.57954801
## Hlil_163      -2.805934e-02 -0.33879891 -0.588877403  0.353108897  0.74904479
## Hlil_164      -2.683547e-01 -0.34982321 -0.385204439  0.837986540  0.22666129
## Hlil_165       1.250746e+00  0.31879892 -0.484408261  0.040289978 -0.33868710
## Hlil_166      -3.448146e-01 -0.54069100  0.086870214 -0.024928646  0.62293771
## Hlil_168      -4.343171e-01 -0.63640601 -0.605038353 -1.031289019  2.28445961
## Hlil_169      -5.185686e-01 -0.16973968  0.735202611  1.051457383 -2.96971374
## Hlil_173      -5.788479e-01 -0.22366191 -1.815115808  0.648198314  0.35894978
## Hlil_174      -6.544358e-01 -0.22512241 -2.142828613  0.669276876  0.26875738
## Hlil_175      -1.034090e+00 -0.40017031 -1.735899264 -0.084011511 -0.23122897
## Hlil_176       1.209684e-01  0.47305424  0.075044949 -0.310739134  0.04184431
## Hlil_177      -1.838187e-01 -0.76379137  0.612893984  0.413313758  1.45925641
## Hlil_178      -1.665852e-01  0.60564456  0.371375239 -0.621879014 -0.28471563
## Hlil_179       1.208499e+00  0.38935577 -0.146033546 -0.063938475 -0.44960129
## Hlil_180       2.100829e-01  0.52786115  0.670591059 -0.071707150  0.57230755
## Hlil_181      -2.274070e+00 -1.56945953  2.201272302  0.144238780  0.62984688
## Hlil_182       1.127967e-01  0.73196480  0.507922427  0.649910488 -0.33410592
## Hlil_183      -1.759000e-01 -0.19435466 -0.485109596  0.629540547 -0.37335649
## Hlil_184      -1.631992e-01 -0.89523755  0.165302433 -0.892039807 -0.89679857
## Hlil_185       7.312951e-02 -0.27807253  1.009589601  0.215844732 -0.06836607
## Hlil_186       2.711906e-01 -0.89007364 -1.028838548  1.013957225 -0.42650524
## Hlil_188      -8.631814e-02  0.36759982  0.188550494  0.459676633  0.54469635
## Hlil_189       2.420628e-01  0.45154449  1.237711753 -1.186294654 -0.24688866
## Hlil_190      -7.152303e-01  0.15923199 -1.981614400  0.711691016  0.58638122
## Hlil_191      -2.486978e-05 -0.97676590  0.752248152 -1.818622174 -0.42129221
## Hlil_193       1.040916e+00  1.16646210  0.610254811 -0.833879643  0.53231002
## Hlil_195       5.845183e-01  1.48228736 -1.261114840  0.973305213 -0.52694949
## Hlil_196       7.210664e-01  0.53011054 -0.081333049  0.590022365 -0.16508667
## Hlil_197      -7.065724e-01 -0.27399899  0.584450352 -0.063834400  0.05892907
## Hlil_198      -7.418648e-01  0.54789891 -0.091974018 -0.372116847  0.94555972
## Hlil_199       2.627452e-01 -0.31303456  0.255910997 -0.451369322  0.75603959
## Hlil_200       1.202048e-01  2.59684151  0.650246877 -0.280724654  0.07471064
## Hlil_201      -1.017361e-01 -0.07284921 -0.046957584 -0.260470380  0.12856510
## Hlil_202       8.555018e-02 -1.63109445  0.242863557  0.062054883 -0.07795534
## Hlil_203      -6.119871e-01  0.03288073 -0.637404162 -0.361102884 -0.67394998
## Hlil_204      -1.852864e+00 -0.99333437  0.223486849 -0.458615755 -0.42379445
## Hlil_205       3.074913e-01 -0.12991776 -0.325346243 -0.700481680 -0.26754349
## Hlil_207      -1.401763e+00 -0.08652071  0.447359291  0.572055923  0.51210679
## Hlil_208       2.182779e-01 -1.53819867  1.702346160  1.810641610  0.54019619
## Hlil_209       7.126163e-01 -0.91068581  0.215630058  0.041564163 -1.60238352
## Hlil_210       1.300331e+00 -0.34308568  0.162906844 -0.654159275  0.17081766
## Hlil_211       4.491150e-01 -1.76078236  0.044735078  2.722332586  0.01598804
## Hlil_212       1.475170e+00  0.85926690 -0.338714934  0.724666090 -1.54555925
## Hlil_213      -6.080166e-01 -0.56740537  0.532640452 -0.407138599 -0.22795892
## Hlil_214      -5.064939e-01  1.34577049  0.256349438 -2.224014813 -0.09996128
## Hlil_215       1.405516e+00 -1.19880628 -1.482570600  0.450364406  0.17243622
## Hlil_216      -6.134127e-01  1.51879612  0.695065160  0.882924362  1.31073694
## Hlil_217      -1.684905e+00 -0.80826164  0.589685217 -0.624498295  0.08601095
## Hlil_219       1.453630e+00 -0.69705688  1.417238783 -0.005325217 -0.33586706
## Hlil_220       7.044483e-01 -0.01289373 -1.370145177 -0.828728796 -0.41529299
## Hlil_221       1.391002e+00  0.75582171  0.726408048 -0.059040281  0.80329506
## Hlil_224      -9.033750e-01  0.86249817 -0.864908353  0.441912530  0.24318572
## Hlil_225       8.697296e-01  0.38312069 -0.904526074 -0.533910774 -0.38190068
## Hlil_226      -2.966864e-01  0.15054424 -0.514131308 -0.187234422 -0.02339959
## Hlil_228      -1.993825e+00  0.53529353 -0.365563941 -0.172672150 -0.15061475
## Hlil_229       9.920404e-01 -0.17179915 -0.250524437  0.782474156  0.47201671
## Hlil_231       4.870722e-01  0.17687861  0.436896334 -0.162120645 -0.16805134
## Hlil_232      -4.859318e-01  0.50714373 -1.069220908  0.277800886 -0.77588795
## Hlil_233      -1.424327e+00 -0.04138187 -1.130889444 -0.859806143  0.09116303
## Hlil_235       2.505430e-01  0.03113259  0.620755956 -1.052637869 -0.36376658
## Hlil_239      -1.061506e+00 -1.23499409 -0.717317038 -0.199296870  1.32449568
## Hlil_240       3.794035e-01  1.76206172  1.118271490  0.635196292  1.95925788
## Hlil_241       5.868931e-01 -0.82365759  0.405504612 -0.014935951 -0.29890018
## Hlil_242      -2.645286e-01  0.45800360  0.123894983  0.950407016 -0.45389844
## Hlil_243      -7.063620e-01 -0.35961858 -0.211037407 -0.211964145 -1.74339659
## Hlil_244      -9.646531e-02 -0.18564227  1.130687871 -0.941698676  1.12704341
## Hlil_245       3.386415e-01  0.33693482  0.353490223  0.096516424 -0.19885122
## Hlil_246       1.669854e+00 -1.39996202 -1.480107451  0.780934146  1.14866262
## Hlil_247       8.305801e-01  0.39771295 -0.110847321  0.386342535 -0.33082982
## Hlil_248       7.771951e-01 -0.52738324  0.329274579  1.408032830 -0.04542571
## Hlil_NBG_351  -4.977698e-01  0.05890330 -0.208676971 -0.040031101 -0.16567019
## Hlil_NC_167    2.243984e-01 -0.01935309  0.312279952 -0.824084987 -0.09872189
## Hlil_NC_170    6.502908e-01  0.40878988  0.649581013 -0.619994444 -0.87076855
## Hlil_NC_171    1.954768e-01  0.10649252  0.002170606 -0.863559979 -0.23533509
## Hlil_NC_172    1.783459e-01  0.22712522  0.049973007 -0.628535075  0.32290960
## Hlil_NTBG_260 -7.937354e-01  1.40371566  0.459974042  1.797306114  1.24005052
## Hlil_W_222     2.153673e-02  0.13761501 -0.076393444  0.148376105 -0.06533720
## Hlil_W_223     3.192770e-01  0.96711916  0.239349717  0.597786298  0.77993462
## Hlil_WBG_226   9.562691e-01 -1.47123614 -1.295857237 -1.853096250 -1.33791292
##                       PC86         PC87         PC88         PC89         PC90
## Hlil_130       0.499374443 -0.183356658 -0.057152498 -1.020586678  0.629186874
## Hlil_132      -0.136709377 -0.889291617 -0.418435680 -0.321315023 -0.184091071
## Hlil_137      -0.636175626  0.223383722 -0.129666428  0.174846761 -0.096604976
## Hlil_143       0.864783947 -0.607238502 -0.123091623  0.071845601  0.484025586
## Hlil_145      -0.063642720 -0.092023427  0.185619152  0.460847111  0.244362273
## Hlil_146       1.066038641 -0.708057197  0.437261579 -0.348887535 -0.246332913
## Hlil_147       0.172396531  0.099879834 -0.316483554  0.219834629 -0.508596618
## Hlil_148       0.321225013  0.187539101 -0.257888165 -0.168316369  0.460220764
## Hlil_150       0.423757197 -0.239171523 -0.035564487 -0.652594422 -0.160279442
## Hlil_152      -0.336718301  0.738864117 -0.279322012 -0.996796739 -0.215138693
## Hlil_153       0.581072618 -0.018147028 -1.867104196  1.170722216  0.259366332
## Hlil_154      -0.021319033 -0.067542713 -0.932629097 -0.050833168 -0.093225992
## Hlil_155      -0.492657683  0.325061082 -0.214042630 -0.806741829  0.342105912
## Hlil_156      -2.299876193 -0.708167787 -0.282874841  4.084394121 -1.074146143
## Hlil_157       0.874384817 -1.718822725  0.675760296  0.039347461 -0.246784815
## Hlil_158      -1.094345227  2.007543522  2.404430633 -2.374036992  0.932257951
## Hlil_159      -1.199767914  0.831186500 -0.614409165  0.568287134 -0.003302793
## Hlil_160       1.369533481  0.090503878 -0.362584279 -0.853989284  0.801203882
## Hlil_161       0.018930489 -1.153550315  1.369564600 -0.416611926 -0.039147894
## Hlil_162       0.176160611  0.336520070 -0.144304033 -0.468645450 -0.126814962
## Hlil_163      -0.310300081  0.245839865 -0.294111292 -0.035655080 -0.067541541
## Hlil_164      -0.400237372  0.483710525  0.666115752  0.403571121 -0.185684592
## Hlil_165      -0.442222444 -0.413379189 -0.283965681 -0.271638582 -0.135470234
## Hlil_166       0.365812035  0.528314934  0.251391605 -0.337040199 -0.155736357
## Hlil_168      -2.084018359 -2.736558723  1.947277758  0.029473296 -0.824819169
## Hlil_169       1.642194042  3.117204448 -1.314903406  1.540325763  1.391841022
## Hlil_173      -0.582931214  0.475802563  0.161962208  0.501765727  0.410847215
## Hlil_174      -0.470881128  0.944764258 -0.063061080 -0.036407736 -0.036174113
## Hlil_175       0.523967916  1.310919386 -0.630112584  0.981141375 -3.162832786
## Hlil_176       0.115170823  0.076507075  0.510437322 -0.526785274  0.363690606
## Hlil_177      -0.050749920  0.557334696 -0.239527483  0.742975072  0.014166046
## Hlil_178       0.395874873 -0.005883579  0.591235646  0.398364540 -0.671419093
## Hlil_179      -0.144144662 -0.482066063 -0.393243644 -0.256376815 -0.050473229
## Hlil_180      -0.019966042 -0.487696497 -0.140352863 -0.023074768 -0.151524134
## Hlil_181       0.544599484 -0.263431156  0.470669879 -0.474055594 -0.834924836
## Hlil_182       0.084424537 -0.311609963 -0.232894314  0.241700023 -0.704878779
## Hlil_183      -0.473700308 -0.082132256  0.401436582  0.267403816 -0.264115695
## Hlil_184      -0.573782767 -0.158255812  0.357678254  0.757385774  0.233338960
## Hlil_185       0.765075307 -0.493657359 -1.455706096 -1.119259691  0.683769271
## Hlil_186       1.127446605 -1.729310485  0.850216305  0.339474830 -0.024490133
## Hlil_188      -0.105263450  0.156136905  0.338941374 -0.366061282 -0.152695726
## Hlil_189      -0.349253006  0.245284741 -0.074122984  0.122059429 -0.186274672
## Hlil_190       0.627192619 -0.256392007  0.062127858 -0.507293081 -0.147748975
## Hlil_191      -0.174061493 -0.130184983 -0.153188072  0.262901371  0.005518649
## Hlil_193      -0.318821604  0.171372378 -0.189932701  0.035407738 -0.537848159
## Hlil_195      -1.021627886 -0.544958004 -2.648155338 -1.259387235 -0.100264836
## Hlil_196      -0.007165924 -0.784351060 -0.246194869 -0.588889857  0.303884614
## Hlil_197       0.306232018  0.215218533 -0.423684186  0.279132818 -0.212969779
## Hlil_198      -0.791939171  0.982545190 -0.213138888  0.073541923 -0.184011827
## Hlil_199      -0.269707109  0.408286036 -1.129055025 -0.741733256  0.160273851
## Hlil_200       1.277150198 -1.112366139  0.215038719 -0.180189209 -0.343315299
## Hlil_201       0.105482707 -0.160543447  0.104909013  0.093370312 -0.029104912
## Hlil_202      -0.776322582  0.692320562  1.121720970 -0.533824165  0.011525610
## Hlil_203      -0.752851417 -0.631523729 -0.974628864 -0.333174315  0.428292186
## Hlil_204      -0.214522713 -0.044139281 -0.241967837  0.385201721  0.198732698
## Hlil_205       0.457766912  0.227284790 -0.228172260 -0.008066650  0.083982312
## Hlil_207       0.383507788  0.094711401  0.321907987  0.095714771 -0.046606157
## Hlil_208      -3.184057416  0.732963590  0.225515225 -0.361231640 -0.091872742
## Hlil_209      -1.503118332 -0.462351214  0.335199136 -0.450518443  0.246979186
## Hlil_210       0.173128851  0.020522188  0.408667507  0.545725316 -0.286687329
## Hlil_211       0.404998793 -0.161993634  0.406683868  0.302293902 -0.052559799
## Hlil_212      -0.452248110 -0.653681657  0.512435195 -0.921505655 -1.490757555
## Hlil_213      -0.706714759  0.072616575 -0.376507860 -0.299883832  0.232548477
## Hlil_214       0.187790603  0.511325864 -0.040380729 -0.025807115 -0.175528213
## Hlil_215       0.995659142  0.370406865  1.187312062  0.234980963  0.106778207
## Hlil_216       0.942900896  0.286054142 -0.322080449  0.004031197 -0.739287927
## Hlil_217       2.320513036 -0.665028700  0.293111647  0.553488633  0.185148024
## Hlil_219       0.376140237 -0.842026752  0.185336282 -0.723033147 -0.291668103
## Hlil_220      -0.481690649  0.328980571  0.396037853  0.236329105  0.111398921
## Hlil_221       1.012156890  2.801878930  3.338032282  1.001991075 -0.547698605
## Hlil_224       0.478059480 -0.741093930  1.097848315  0.555446405  0.001839210
## Hlil_225       1.207606289  0.058554941  0.616113625  0.565883541 -0.018795856
## Hlil_226      -0.533305621 -0.202701410 -0.600508215 -0.259104409  0.334764528
## Hlil_228      -0.036517463 -0.286750235 -1.869613174 -0.083108496  0.181524802
## Hlil_229      -0.240664311  1.016815959 -0.267079867 -0.638151033  0.040626708
## Hlil_231       0.058934954 -0.278844240 -0.277957641 -0.209151848  0.219822450
## Hlil_232       1.764369080 -1.268612652 -0.071640651 -0.639799194  0.282009553
## Hlil_233      -0.270885507 -0.270999319 -0.433451990  0.599366354  0.382174292
## Hlil_235       0.293489429 -0.535438460  0.242560050  0.325097097  0.205561999
## Hlil_239      -0.809063442  0.449327638 -0.355556183 -0.471099227  0.174079020
## Hlil_240       0.199990237  1.157344885 -0.309246062 -1.232834860  0.058776448
## Hlil_241      -1.021591454  0.360918197 -0.472270990  0.027246878 -0.034609466
## Hlil_242       0.254279331 -0.325874471  0.416670608 -0.004363813 -0.641194319
## Hlil_243      -0.942144956 -0.523064200  0.198496446 -0.444671084  0.255070911
## Hlil_244      -0.551995896  0.007706829  0.285260237  0.368732572 -0.005199054
## Hlil_245       0.230440839  0.010349932 -0.194286235 -0.185098041 -0.102751266
## Hlil_246       0.824880844  0.343907728 -0.995619867  0.969671264 -0.343408361
## Hlil_247      -0.365901265  0.184095805  0.054940852  0.081478935 -0.166222159
## Hlil_248       0.377332302 -0.136377761 -0.010727575  0.436957007  0.098801762
## Hlil_NBG_351   0.047870855  0.255913213 -0.003478568 -0.029391415 -0.094573558
## Hlil_NC_167    0.247160530  0.388451899 -0.007887689 -0.268869944  0.201002985
## Hlil_NC_170    0.568325332 -0.455655046 -0.098552882  1.920691710 -0.442764607
## Hlil_NC_171    0.276631398  0.410500127  0.178011428 -0.537172536  0.059186327
## Hlil_NC_172    0.476594184  0.316084466  0.085541694 -0.661703411  0.217982091
## Hlil_NTBG_260 -0.242068897  0.123335008 -0.615296714  0.080891670  0.020124838
## Hlil_W_222    -0.007033190  0.157266493  0.058419640  0.004019372  0.047111041
## Hlil_W_223    -0.603067165 -0.790143514  0.861881168  1.910824992  5.342556225
## Hlil_WBG_226  -0.241058029 -0.324915540  0.098036885 -0.541417095  0.282509643
##                       PC91          PC92         PC93         PC94
## Hlil_130      -0.102868792 -0.3111153196 -0.074768454  0.043629654
## Hlil_132      -0.616063736 -0.2805840634  0.038784895  0.047463224
## Hlil_137      -0.358387832 -0.0120913716 -0.081685380  0.023799872
## Hlil_143      -0.549943392  0.4221133779 -0.454756481 -0.024370654
## Hlil_145       0.006007846  0.2843053433  0.018668375 -0.075534109
## Hlil_146      -0.961152068 -0.1913762630 -0.216679645 -0.074439436
## Hlil_147       0.124923734 -0.0051312106  0.032302002  0.243716157
## Hlil_148       0.584619613 -0.1314355009  0.086643716 -0.071360350
## Hlil_150       0.410283299  0.0956589548 -0.067907739  0.039899137
## Hlil_152       0.575255026 -0.1164148246 -0.174169882 -0.190215827
## Hlil_153      -0.239364387 -0.1547078767 -0.032742643 -0.225281112
## Hlil_154       0.039293468 -0.0655476968  0.200513535 -0.018474106
## Hlil_155       0.082866971 -0.1796175284  0.060916260 -0.006599255
## Hlil_156      -2.006583778  0.7356161238 -0.044354573  0.025090542
## Hlil_157      -0.566604090  0.1550990744 -0.263476771  0.070314291
## Hlil_158       0.960547308 -0.0267514438 -0.373167543  0.135492633
## Hlil_159      -0.288625084 -0.5114797350  0.275309626 -0.030301499
## Hlil_160      -0.488744782 -0.3640270068 -0.290476261 -0.238386208
## Hlil_161       0.514907522 -0.1905603397 -0.093143307 -0.028046011
## Hlil_162       0.134848923  0.0087284513 -0.157493009 -0.029970856
## Hlil_163       0.419153249 -0.0093260345  0.018539250  0.020178362
## Hlil_164      -0.159001342  0.1569733801 -0.041710881  0.035119039
## Hlil_165       0.336545586  0.5138104559  0.369791026 -0.215482027
## Hlil_166      -0.082797169  0.1324088509  0.254737299 -0.084454144
## Hlil_168       0.464688847  0.0223337322 -0.230602191  0.050842832
## Hlil_169      -0.608805060 -0.0728115914  0.098257562 -0.250893841
## Hlil_173      -1.139434386 -2.4252194864 -0.360681415 -0.958036355
## Hlil_174      -1.619596298 -2.1064896239 -0.749656742  0.590888468
## Hlil_175       2.299149704  3.5361432881  0.193451593  0.119965497
## Hlil_176      -0.914714530  1.4845177677 -1.276673291 -3.943790569
## Hlil_177      -0.147867022  0.0249324353  0.114684719  0.017518093
## Hlil_178       1.258115228 -1.8995552921  4.889345299 -0.855575163
## Hlil_179       0.156779436 -0.1784645167 -0.039632270 -0.026783115
## Hlil_180      -0.017932241 -0.2048431531 -0.047981710  0.047693503
## Hlil_181      -0.099789156  0.0885364155 -0.012838897  0.051083739
## Hlil_182      -0.222529048 -0.0867115023 -0.045821503 -0.031361864
## Hlil_183      -0.053688889 -0.2971437021  0.165559640  0.108638747
## Hlil_184      -0.131506228 -0.4062718210 -0.130788972  0.103301791
## Hlil_185       0.525764700 -0.1173035468 -0.190578233 -0.120847339
## Hlil_186      -0.091147947  0.0933319328  0.234376480  0.138709772
## Hlil_188       0.314722038  0.1880294304  0.068978949  0.103715185
## Hlil_189      -0.318085565 -0.1629617510  0.080805524 -0.043519089
## Hlil_190       0.346198629  0.2255202609  0.157806020  0.040335613
## Hlil_191      -0.112866578  0.0867712770  0.013020954 -0.043339210
## Hlil_193      -0.218035175 -0.1921502086 -0.076815373 -0.072502326
## Hlil_195       0.538410667  0.5122072825  0.131564268  0.033826141
## Hlil_196      -0.125350629 -0.0157340546  0.017444228  0.006694936
## Hlil_197       0.016396490  0.2676234787  0.002825848 -0.104257676
## Hlil_198      -0.009352828 -0.1954553736  0.076953624 -0.087370164
## Hlil_199       0.491146456 -0.0489178026 -0.051109503  0.033812003
## Hlil_200      -0.275867204  0.1531652852  0.038209676 -0.002661129
## Hlil_201       0.090624753  0.0007431574  0.003615358  0.030578354
## Hlil_202       0.418187314  0.2438042222  0.211562286 -0.115287789
## Hlil_203      -0.496330466 -0.1543027655  0.039937031  0.004623100
## Hlil_204      -0.384279168 -0.1466965834  0.003129309 -0.008092122
## Hlil_205       0.075846007 -0.0131637815 -0.012463302 -0.018724957
## Hlil_207      -0.286712536 -0.3012696025  0.051969639 -0.065283709
## Hlil_208       0.390696708  0.0134240044 -0.037068021  0.081141584
## Hlil_209      -0.129986231  0.3304926465 -0.032350456 -0.038040977
## Hlil_210       0.028370298  0.0277711654 -0.358915867  0.033374162
## Hlil_211      -0.160607405  0.1288680581  0.040060265  0.149603562
## Hlil_212      -0.356567969 -0.3879156937  0.145129663  0.165326687
## Hlil_213       0.039906882  0.0122423614  0.151664264  0.078293221
## Hlil_214       0.143551203  0.1949729680  0.014410173 -0.001469972
## Hlil_215       0.448632565  0.1572752086  0.204282710 -0.051120503
## Hlil_216      -0.012545827 -0.2785494792 -0.259464214  0.126402919
## Hlil_217      -0.169993434  0.0200517778  0.048609271 -0.010621527
## Hlil_219       0.221126325  0.4066575120  0.259058515 -0.046177427
## Hlil_220       0.308519056 -0.0668062735  0.086719292 -0.138028717
## Hlil_221      -0.468616221  0.0134778070 -0.217576025  0.051480784
## Hlil_224       0.043046717  0.0591245500 -0.124998256  0.139924911
## Hlil_225      -0.082286245  0.2952810079  0.024556282  0.042680277
## Hlil_226       0.005144141 -0.2769281544  0.091309001 -0.006821245
## Hlil_228       0.318494110  0.1404943820  0.146554891 -0.020254094
## Hlil_229      -0.097280032 -0.0009349036  0.224243409 -0.024185891
## Hlil_231       0.052026113  0.1794514766  0.143869972  0.026824888
## Hlil_232      -0.417611152 -0.0162022836  0.153743477  0.039364298
## Hlil_233       0.370967108 -0.3914217843 -0.037510534 -0.067437728
## Hlil_235       0.130047823  0.0840140507  0.014342186  0.003758500
## Hlil_239       0.206117830 -0.0691151510  0.030100441  0.013886890
## Hlil_240       0.349511793  0.0334325671 -0.145977792  0.021288695
## Hlil_241      -0.140650558  0.3670193290  0.128458554 -0.037990363
## Hlil_242      -0.832552853  0.0032202750  0.002185340  0.136622337
## Hlil_243       0.215657591  0.4329125817 -0.395289850 -0.063282244
## Hlil_244      -0.055703098 -0.0827875572 -0.006458360  0.019453625
## Hlil_245       0.034041829 -0.1492711624 -0.098842546 -0.035224931
## Hlil_246       0.034288606 -0.2470608938  0.374941616 -0.033533066
## Hlil_247      -0.124389787  0.1129870449 -0.075346512 -0.010853563
## Hlil_248      -0.242151077 -0.1881348770 -0.167022899  0.052511650
## Hlil_NBG_351   0.029320562  0.1366855302 -0.038273630  0.016172112
## Hlil_NC_167   -0.784573371  0.5210438017 -0.318418641  1.268092104
## Hlil_NC_170    4.172289455 -2.6278544686 -2.735358952  0.151924698
## Hlil_NC_171   -0.893623201  0.3415433182  0.110427171  2.424742020
## Hlil_NC_172   -1.162900805  1.0665100332 -0.483892367  0.869123472
## Hlil_NTBG_260  0.154616547 -0.1856268082 -0.070248638  0.144713964
## Hlil_W_222    -0.080548501  0.0109098578 -0.013825836  0.019322681
## Hlil_W_223     1.468495698  1.7956573879  0.718719873  0.432640605
## Hlil_WBG_226  -0.443536603  0.2263471833  0.145925010 -0.029317070
##                        PC95          PC96          PC97       pop    missing
## Hlil_130      -0.0626128185  0.1509456836  4.399086e-02    il_130 0.12995475
## Hlil_132      -0.0067931276  0.0002548553  2.222062e-02    il_132 0.11221719
## Hlil_137      -0.0044980453  0.0365318406 -3.198295e-02    il_137 0.24162896
## Hlil_143      -0.0448301381 -0.0135417801 -2.517818e-02    il_143 0.27384615
## Hlil_145       0.0213159151  0.0190600931  4.910091e-02    il_145 0.12760181
## Hlil_146      -0.0230565488  0.0769355177 -4.820131e-02    il_146 0.32144796
## Hlil_147      -0.0357862001  0.0374662132  3.439127e-04    il_147 0.09647059
## Hlil_148      -0.0478292429 -0.0641111997  1.971664e-02    il_148 0.10371041
## Hlil_150       0.0322309327  0.0468588747 -1.997392e-03    il_150 0.07981900
## Hlil_152      -0.0570612196  0.0128945361  1.844639e-02    il_152 0.07728507
## Hlil_153      -0.0010210157  0.0184382171 -2.488055e-02    il_153 0.07348416
## Hlil_154       0.1102929806  0.0201283814  6.030346e-02    il_154 0.08760181
## Hlil_155       0.0307800452 -0.0959801225  7.676962e-03    il_155 0.30190045
## Hlil_156      -0.0002449692 -0.0141537785 -8.439932e-02    il_156 0.27113122
## Hlil_157       0.0377175382 -0.0997886734  3.396230e-02    il_157 0.11149321
## Hlil_158      -0.1437251307 -0.0718934265 -1.121105e-01    il_158 0.16398190
## Hlil_159       0.0118794547  0.0539838216  1.904537e-02    il_159 0.09158371
## Hlil_160      -0.1109734351 -0.0097674212  4.685787e-02    il_160 0.18153846
## Hlil_161       0.0418964436 -0.0835320216 -3.536205e-02    il_161 0.06787330
## Hlil_162      -0.0312843750  0.0242736313 -9.472731e-03    il_162 0.10425339
## Hlil_163       0.0763435630 -0.0289104386  7.572243e-02    il_163 0.07076923
## Hlil_164       0.0050241214  0.0538620944 -3.037248e-02    il_164 0.11203620
## Hlil_165       0.0686517247 -0.0630677812 -3.790586e-02    il_165 0.06859729
## Hlil_166       0.0545836017  0.0092841041 -1.455422e-02    il_166 0.08253394
## Hlil_168       0.0245893916  0.0034322969  9.518768e-02    il_168 0.21393665
## Hlil_169      -0.0525397796  0.0913897384  5.741676e-02    il_169 0.10660633
## Hlil_173      -3.2939495480  0.0373940793 -2.380227e-02    il_173 0.06841629
## Hlil_174       3.1959311530 -0.1573191450 -8.903609e-02    il_174 0.06334842
## Hlil_175      -0.2373946946 -0.0436495466  6.729858e-02    il_175 0.16162896
## Hlil_176       0.7074731090  0.2507467541  9.326754e-01    il_176 0.07384615
## Hlil_177       0.0513175468  0.1291639954  1.098413e-01    il_177 0.08217195
## Hlil_178       0.4295516010 -0.0138805027 -2.650685e-01    il_178 0.09248869
## Hlil_179       0.0710992567 -0.0039110013  2.597416e-03    il_179 0.07402715
## Hlil_180      -0.0186310359  0.0463331766  1.024232e-01    il_180 0.07167421
## Hlil_181       0.0867373145  0.0050538259 -2.994740e-02    il_181 0.24054299
## Hlil_182       0.0088472155  0.0265236641 -2.415051e-02    il_182 0.11819005
## Hlil_183      -0.1467501581  0.0558879687 -5.344503e-02    il_183 0.15674208
## Hlil_184       0.1568959979  0.0892063255 -1.373259e-01    il_184 0.41683258
## Hlil_185       0.0120852344 -0.0010257228 -1.533082e-02    il_185 0.19692308
## Hlil_186      -0.0055647673 -0.0836476976  3.803433e-02    il_186 0.21574661
## Hlil_188       0.0490555863 -0.0956938570 -5.368878e-03    il_188 0.17592760
## Hlil_189      -0.0433107003  0.0720754448 -2.275335e-02    il_189 0.26751131
## Hlil_190      -0.0375427793 -0.1011143457 -5.373692e-02    il_190 0.15981900
## Hlil_191       0.0466736357  0.0187071678  1.270498e-02    il_191 0.17466063
## Hlil_193      -0.0796363891  0.0479011881  1.586134e-02    il_193 0.13665158
## Hlil_195       0.0119460269 -0.0203181717 -2.175518e-02    il_195 0.40814480
## Hlil_196       0.0119232955 -0.0346987131  1.951847e-02    il_196 0.12108597
## Hlil_197      -0.0516889141  0.0308136471 -6.384869e-02    il_197 0.12054299
## Hlil_198      -0.0337341928  0.0192505563 -2.529784e-02    il_198 0.13828054
## Hlil_199      -0.0408063948 -0.0276586346 -7.799474e-02    il_199 0.11981900
## Hlil_200      -0.0138838114  0.0141671311  8.850648e-03    il_200 0.12072398
## Hlil_201      -0.0232714077 -0.0155032692  1.680907e-02    il_201 0.19239819
## Hlil_202      -0.0298898957  0.0257235687 -8.684610e-02    il_202 0.10045249
## Hlil_203       0.0539381897 -0.0003106201  4.566628e-02    il_203 0.15185520
## Hlil_204      -0.0139286857 -0.0751364390 -6.061469e-03    il_204 0.24832579
## Hlil_205       0.0629364611 -0.0654403856 -3.550588e-02    il_205 0.09556561
## Hlil_207      -0.0422085793 -0.0020148603 -1.195275e-05    il_207 0.15674208
## Hlil_208       0.0326224817  0.0538652332  9.054577e-02    il_208 0.39058824
## Hlil_209      -0.0109731283  0.0667004772 -1.113373e-01    il_209 0.20416290
## Hlil_210       0.0463514768 -0.0305056110 -1.317122e-01    il_210 0.10787330
## Hlil_211      -0.0801259701  0.0329553265 -7.610898e-03    il_211 0.11656109
## Hlil_212      -0.0808747878 -0.0221240307 -5.395357e-02    il_212 0.38769231
## Hlil_213      -0.0357342067 -0.0388344495 -2.181988e-02    il_213 0.11493213
## Hlil_214       0.1094425386 -0.0076224119  6.313604e-02    il_214 0.08760181
## Hlil_215       0.0709146102  0.0195079465 -3.809731e-02    il_215 0.29592760
## Hlil_216      -0.0203979729 -0.0191958556  8.313488e-02    il_216 0.24018100
## Hlil_217       0.1308052714 -0.1019848745  3.282513e-02    il_217 0.31692308
## Hlil_219      -0.0925450510 -0.0320019932  5.727786e-02    il_219 0.11873303
## Hlil_220       0.0094729261  0.0267142378  4.083354e-02    il_220 0.11746606
## Hlil_221       0.0530064205 -0.0542324112  1.748900e-02    il_221 0.44506787
## Hlil_224       0.0019473209  0.0255302394  1.656682e-02    il_224 0.11312217
## Hlil_225      -0.0661440726  0.0568159885  8.366529e-03    il_225 0.29647059
## Hlil_226       0.0608150463 -0.0090379241 -4.008245e-02    il_226 0.14823529
## Hlil_228       0.0407609373  0.0684791679  3.317957e-02    il_228 0.32615385
## Hlil_229      -0.0136872945 -0.0919567960  6.869014e-02    il_229 0.31239819
## Hlil_231      -0.1119107783 -0.0231229648 -4.882100e-02    il_231 0.23692308
## Hlil_232      -0.0786593953 -0.0079707159  1.166192e-01    il_232 0.38190045
## Hlil_233       0.0324361133  0.0136875361  5.013956e-02    il_233 0.16090498
## Hlil_235       0.0555277831 -0.0049397532 -3.923230e-02    il_235 0.11927602
## Hlil_239      -0.0079027716  0.0681948443  7.097473e-03    il_239 0.37212670
## Hlil_240      -0.0571650655 -0.0733410839  7.438961e-02    il_240 0.41248869
## Hlil_241      -0.0525739212 -0.0307190287 -1.235521e-01    il_241 0.29266968
## Hlil_242      -0.0210397928 -0.0108953201  1.946439e-02    il_242 0.22895928
## Hlil_243       0.0194465208 -0.0411160155 -5.645588e-02    il_243 0.12162896
## Hlil_244       0.0754528930  0.0419042045  7.287437e-02    il_244 0.24723982
## Hlil_245      -0.0863592213  0.0128771935 -1.909872e-02    il_245 0.28325792
## Hlil_246       0.0541188181  0.0753718955  9.966819e-02    il_246 0.17574661
## Hlil_247      -0.0003369075  0.0047248152  4.714604e-03    il_247 0.18624434
## Hlil_248       0.0826064302 -0.0272089958  2.126942e-02    il_248 0.21936652
## Hlil_NBG_351  -0.0064550677  0.0219461796  3.587916e-02 il_NBG_35 0.17140271
## Hlil_NC_167   -0.4589724231 -3.7499937049  1.494447e-01 il_NC_167 0.05791855
## Hlil_NC_170    0.1416036050  0.1842440687 -1.568076e-01 il_NC_170 0.18950226
## Hlil_NC_171   -0.4700595068  1.9241548635  2.547900e+00 il_NC_171 0.05067873
## Hlil_NC_172   -0.2806454143  1.3845209827 -3.312517e+00 il_NC_172 0.04452489
## Hlil_NTBG_260 -0.0118532247  0.0079392201  2.036722e-02 il_NTBG_2 0.18063348
## Hlil_W_222     0.0423597872  0.0177903030 -4.031587e-02  il_W_222 0.33266968
## Hlil_W_223     0.2114031709  0.0199705096  2.224418e-02  il_W_223 0.22678733
## Hlil_WBG_226   0.0360524865  0.0102898693  1.872880e-02 il_WBG_22 0.41212670
assess_missing_data_pca(vcfR.mac, popmap.miss50, clustering = FALSE)

##                      PC1        PC2           PC3          PC4         PC5
## Hlil_130        5.510075  2.6919046   0.535933613 -1.254588491  3.53818445
## Hlil_132        5.834938  3.9005251   0.810175494  0.614771446  1.87132142
## Hlil_137       -3.357104 -2.0194513  -0.599617566 -1.040995902  3.00976555
## Hlil_143        5.851397 -3.6893562   0.220843195 -1.853698510 -0.16308422
## Hlil_145        6.048395  3.0591217   0.221645201  0.453542021 -1.07707212
## Hlil_146        4.113603  2.0846363   0.314180802 -0.443651289  0.16515123
## Hlil_147        5.856922  3.3450122  -0.200376755  5.172124334 -0.91554721
## Hlil_148        7.408957 -4.9706362  -0.423619425  0.364547392 -0.45298493
## Hlil_150        5.790299  2.8503265   0.034360941  3.145551388 -4.51163282
## Hlil_152        7.155821 -3.9605803   0.141309998  0.612643185 -0.93196005
## Hlil_153        7.295067 -4.9259909  -0.392762713  0.157951961  0.22085675
## Hlil_154        6.105094  2.9320964   0.801581519  0.832505226  0.21380543
## Hlil_155        3.938536  2.0406576   0.315445037 -0.794726550  0.16648452
## Hlil_156        5.277854 -3.7031124   0.667653976 -1.917597458 -0.39839742
## Hlil_157       -3.726981 -2.0506413  -0.311682637  2.057014950 -1.68095259
## Hlil_158        6.162018 -4.1328651   0.128956510 -1.711713179  0.16202015
## Hlil_159        6.293454 -4.0874882  -0.633456467  1.010734173 -1.73054430
## Hlil_160        5.183231  1.3973992   0.569645883 -1.109517853 -1.16751181
## Hlil_161        6.859890 -4.5080769  -0.158562062  1.547479618  0.70920279
## Hlil_162       -4.054384 -1.7362584  -0.481244137  5.750181848 -0.11654538
## Hlil_163       -4.494855 -1.8441241  -0.436945882  6.343067816 -0.98582696
## Hlil_164       -4.373243 -2.2530758   0.024745628  1.227307404 -2.56616079
## Hlil_165        5.902318  3.0316104  -0.245823360  2.463946923  3.99978511
## Hlil_166       -4.450007 -2.2067621  -0.099520022  0.639333050  5.75860835
## Hlil_168       -9.062921 -0.2800807   0.916600432  0.302912216  2.04433552
## Hlil_169      -13.821124  0.6049210   0.320067788  1.544495637  1.96309134
## Hlil_173        5.211420 10.2150717   1.179735053  0.970251742  0.06501164
## Hlil_174        5.323951 10.5483160   1.415200372  0.851252240  0.01201904
## Hlil_175        4.595725  8.3155806   1.287115101 -0.526313058  0.87107544
## Hlil_176        7.047918 -4.1318939  -0.639585662  1.482946314  0.39832945
## Hlil_177        6.296472 -3.7770643  -0.861289779  3.017885714 -1.33831456
## Hlil_178        6.759165 -3.9726366  -0.054372286 -0.389361640  0.20393667
## Hlil_179       -4.092207 -1.9885758   0.659532426  2.673983922 -0.17985319
## Hlil_180       -4.792010 -2.6336017  -0.848148217  5.022640540  2.60275462
## Hlil_181        2.077507  6.4748571  -0.145347747  0.644773759  1.03813167
## Hlil_182        4.684581  3.5910831   0.553404220  0.499704249 -1.82414930
## Hlil_183       -3.543536 -1.6266261  -0.661123584  2.275729592  1.26606602
## Hlil_184       -3.145446  2.6797462   0.679671883 -1.538863182  0.38521764
## Hlil_185       -3.945686 -1.1799248   0.047555615 -0.808078886 -0.47973212
## Hlil_186       -3.703827 -1.8032167  -0.608349201  0.458736930  1.28451554
## Hlil_188       -4.648500  4.8893586   0.772993411 -0.262551108 -1.32144067
## Hlil_189       -4.325104  3.7142274  -0.285010360  1.220439528  2.61855584
## Hlil_190       -3.650839 -1.2242553   0.931169542 -0.573475016 -1.24618228
## Hlil_191       -3.327341 -1.5832117   0.853518484 -1.337044344 -0.91964586
## Hlil_193       -5.509696  5.1478287   0.987287417 -0.628771079 -1.91603641
## Hlil_195       -2.587674 -0.6579016  -0.526946166  0.171953945  1.31587808
## Hlil_196       -4.304916 -2.1564436   1.322090020 -0.408106138 -1.48062671
## Hlil_197       -4.329845 -2.4706523   1.059952034 -1.474177395 -1.81792704
## Hlil_198       -4.742531 -1.7769033  -0.807630878  2.909159273  0.94504921
## Hlil_199       -4.352465 -2.5205816   0.546631748  0.379208119  1.30862078
## Hlil_200       -3.986636 -2.3327623   0.754222013  0.505205996 -2.59975092
## Hlil_201       -2.986969  2.9955684 -16.846655644 -1.198482884 -1.51330015
## Hlil_202       -4.135024 -1.1875240   0.198507021  0.845435093 -3.10487652
## Hlil_203       -4.622184 -1.8697435   0.020993644 -0.294588608  1.55493484
## Hlil_204       -3.684751 -1.5881386   1.028227605 -1.947745658 -0.75711441
## Hlil_205       -4.976227 -2.2149178   0.114527733  1.960598661  1.18836027
## Hlil_207       -3.560851 -1.6420861   1.415192305 -2.864705062 -1.96423396
## Hlil_208       -2.551896 -1.5099725   0.044920224 -0.142341951  0.14414699
## Hlil_209       -3.467617 -1.3402436   1.334283234 -1.914645551  0.60260153
## Hlil_210       -3.784663 -1.7638054   1.701673197 -0.619068494 -2.51454610
## Hlil_211        4.505218 -3.6448620   0.254040584 -0.426886416 -1.10929270
## Hlil_212        1.877420  4.8670869  -0.248662888  0.004834247 -0.17065380
## Hlil_213       -3.559689 -2.2543243   0.604894372  0.911851062 -2.11769773
## Hlil_214        5.292855  2.4465058   0.359281532  0.069235746 -2.43675148
## Hlil_215       -3.078848 -1.6534529   1.203116998 -2.146622059  0.06533026
## Hlil_216       -3.130597 -1.9136688   0.693318243 -3.733145113 -0.88355745
## Hlil_217       -3.150919 -1.0545245   0.320276846 -0.072885682  2.08543016
## Hlil_219        4.283193 10.6526291   1.433853219 -1.116878746 -0.82114864
## Hlil_220       -4.144842 -1.4624459   0.949799338  1.525682373 -1.13973856
## Hlil_221       -2.580747 -0.6059829   0.612389362 -0.915712446  0.68097658
## Hlil_224       -3.752918 -1.1178401   0.023735882  0.713112913  2.10125877
## Hlil_225       -3.059869 -0.5155735   0.621083754  1.008099493  1.92336541
## Hlil_226       -4.414250 -0.8427024   1.466807142 -1.229860340 -0.54473905
## Hlil_228       -3.190504 -0.2930197   0.726164713 -1.651073624 -0.49430027
## Hlil_229       -3.724430 -0.5855778   0.868423136 -1.757143837 -2.02960177
## Hlil_231       -4.060029  4.8403061   1.376335434 -1.414316002  2.08013694
## Hlil_232       -3.130660 -0.7036639   1.234873652 -2.608171250 -0.41299558
## Hlil_233       -4.537325 -0.4939651   0.360588076 -0.829688980 -2.69011384
## Hlil_235       -5.490004  5.4922133   1.042734278  1.305328892 -4.65789133
## Hlil_239       -3.183863  3.4543697   0.262938696 -0.186011390  1.86664520
## Hlil_240       -3.318259 -0.3888313   1.191220020 -2.989171791  0.12793914
## Hlil_241       -3.108280 -0.9921709   1.240762436 -2.155038087 -2.09439700
## Hlil_242       -4.312116 -1.8280113   0.093385621  0.173662318  1.45023614
## Hlil_243        6.454049 -4.5481900  -0.331751245 -3.218785188 -0.41516197
## Hlil_244        5.063799 -2.9869250  -0.213613163 -2.701924045  1.82192066
## Hlil_245       -4.790815  5.1928324   0.026566972 -0.745528428 -1.15197627
## Hlil_246        5.768107 -3.8661223  -0.262097468 -2.609047189  0.82437411
## Hlil_247       -4.381707  4.4481389   0.266729415 -3.362209998  2.62812894
## Hlil_248        4.489452  1.5147836  -0.162260865 -0.968307502 -0.66862290
## Hlil_NBG_351    4.595789 10.1679861   0.758070180 -0.289082198  1.69265897
## Hlil_NC_167     7.087719 -4.6866041  -0.464638024  1.390722148  0.49037596
## Hlil_NC_170     4.540590 -3.3359216   0.002956297 -0.623055623  1.12040409
## Hlil_NC_171     7.248618 -4.8169898  -0.214076569  0.953365740  0.04023851
## Hlil_NC_172     7.362806 -4.6395102  -0.413495864  1.528082388  0.35822066
## Hlil_NTBG_260   6.149652 -4.0104905  -0.543011136 -2.061592523  1.84001054
## Hlil_W_222     -2.372389  3.2849073 -13.860435020 -2.147145060 -0.35679243
## Hlil_W_223      3.899699  8.2432787   0.719538018  0.814193947 -0.02323895
## Hlil_WBG_226    3.368542 -2.5523329  -0.663321749 -1.514094668  1.06915358
##                         PC6          PC7         PC8          PC9         PC10
## Hlil_130       0.4060717132 -0.134131725  0.19407136  2.335019229  1.711693265
## Hlil_132       1.0993571259 -0.259906228  0.18546171  2.939499374 -1.523267919
## Hlil_137      -2.8200013626 -1.941332541 -1.11433084 -1.616199363  0.231883084
## Hlil_143       0.0899057734 -2.156258256 -2.83421890  1.155263225 -0.708763715
## Hlil_145      -3.0831204966 -3.244783661  0.11315073 -2.055015060  0.164084855
## Hlil_146      -0.1665356006 -2.020822438 -0.30131968  1.185588124 -1.706400397
## Hlil_147       1.7961065436  1.592857141  0.83042871  0.997123782 -0.357709290
## Hlil_148       3.3872916646  0.924040441 -0.86389659 -2.260373742  2.053697494
## Hlil_150       2.0081983865  0.510544675 -3.70607129 -1.387263000 -0.018540506
## Hlil_152      -1.0500815074 -0.006445367  0.76514630  1.208705721 -0.011855242
## Hlil_153      -1.2365564618  0.358070786  0.99911895  0.195609161  1.006388578
## Hlil_154      -2.9654049324 -2.676277905  0.58701189  1.807906942  2.827479436
## Hlil_155      -1.4962712944 -1.665527175 -1.86368706  1.547588702 -2.239966811
## Hlil_156      -0.8200741673 -0.729564359 -1.13352474  0.762395318  0.309854951
## Hlil_157      -1.9885911527 -2.047874022 -0.85008466 -0.553286934  0.496835675
## Hlil_158      -1.4495928722 -1.073974446 -1.57991049  0.863610244 -0.024014627
## Hlil_159       0.6917049553 -0.736507457 -0.28500898 -3.456823360  2.572744423
## Hlil_160      -1.0028249820 -1.490723937 -0.43613763 -0.846507822  0.230549224
## Hlil_161      -1.5135501479 -1.745864158  3.29609058  0.150908290  0.079020112
## Hlil_162      -1.4962842381  0.834504636 -0.97923231 -0.116002912  1.254618260
## Hlil_163      -2.7089930789 -3.444312237  2.22723701  1.256061179 -0.745035587
## Hlil_164       3.6585269213 -2.514973349  0.35607165  0.022849856 -1.466466279
## Hlil_165       2.7945170171  1.058934770  1.41785464  1.611247880  1.944662607
## Hlil_166       2.1042113129  2.050482480  1.70380756  1.278441771  2.696027719
## Hlil_168       0.4506277503  0.383761774  0.05505900 -0.687044490  0.008604947
## Hlil_169       0.5507082614 -0.244431538  0.33212204 -1.177039898  0.177115627
## Hlil_173      -0.4340426135 -0.228981172  0.10076159  0.633867807  0.558842875
## Hlil_174      -0.5666631742 -0.127254701  0.17306871  0.608970737  0.563970067
## Hlil_175      -1.1002456492 -0.664749488 -0.74697497  1.266374449 -0.362588680
## Hlil_176       0.7191782022  0.779269532  0.82836434 -0.007117766  0.282914325
## Hlil_177       0.5606115593  0.931405330  0.98985726  0.922944471 -2.719310999
## Hlil_178      -0.1878298598  0.102378986 -0.31023151  0.234910375 -0.213209209
## Hlil_179       2.4695601714  3.300090785 -3.41305898  0.165356802  3.122923883
## Hlil_180      -1.7193562086  3.946381619 -1.12640625 -0.413657236 -1.468247897
## Hlil_181      -0.3975338071 -0.289153244 -0.01225964 -1.551519915 -0.667998557
## Hlil_182      -0.2693839796 -0.414650943  1.55871888 -0.872268620  0.245047566
## Hlil_183       0.9365080923 -0.906673792  1.84232150  1.054342673 -3.383859467
## Hlil_184       0.4497327765 -0.903950399 -0.21444363  0.509100855  0.764795673
## Hlil_185       2.1999270361 -2.073474867  0.70873509 -0.316305054 -0.920122773
## Hlil_186       1.6640812539 -1.814120001 -2.52719657 -2.710165052  1.791445284
## Hlil_188       1.4773916014 -0.433762444  1.56303936 -0.165278955  0.753623001
## Hlil_189       0.5458692523 -2.945725096 -1.16451165 -1.820848255 -0.245772320
## Hlil_190       0.9124519409 -3.116527144  1.93215233 -2.164781626  0.065479816
## Hlil_191       0.8472089993 -1.674977138  1.71638936 -0.133508935  0.821797656
## Hlil_193       1.8244890884 -1.909646835  3.67936156  0.596137617  0.123169379
## Hlil_195      -0.4204656543 -0.864009977 -0.08182479 -0.617464563  0.122129804
## Hlil_196      -2.7049643410 -0.378623202 -2.43531296  2.984039828 -4.058529360
## Hlil_197      -0.8487857814  0.458963801 -3.11219393  2.126738142 -1.180951157
## Hlil_198      -1.2935442522 -1.438151418 -2.94612457 -3.941730503  0.060583110
## Hlil_199      -0.0260953710  0.191776798 -1.18625949 -0.572858705  1.697666177
## Hlil_200       0.3420266390  0.234046445  1.66324304 -1.237315450  1.067472466
## Hlil_201      -0.1812952964  0.026477301  0.20938927  1.660189069  1.099557276
## Hlil_202      -2.7858225753  1.311073051  0.91822060 -3.467487459 -0.348018169
## Hlil_203      -4.1122807540  0.983635060 -1.33071839  0.081150554 -1.364643371
## Hlil_204       0.2493571660 -0.347211688 -0.53490092  1.332977937  1.360449906
## Hlil_205      -2.9535182844  1.400948204 -4.28712636  1.461129884 -2.347419567
## Hlil_207      -1.2770040504  2.978467996 -3.50408624  2.692873935  3.350258943
## Hlil_208       1.8490432865 -0.579589552 -0.21798846  0.036699616  0.802046282
## Hlil_209       0.4724099809 -0.112166952 -0.93584332  2.199426566  2.188573148
## Hlil_210       1.0536207612  2.775241434  1.83719173  1.712292900  3.093691910
## Hlil_211      -1.5450714989  2.192963718  0.55195485  1.380315375  2.043050409
## Hlil_212       0.2471058137 -0.633377555  0.23565736  1.022315175 -0.259565069
## Hlil_213       1.5879950805 -1.955977464  0.10234908  0.537873874 -0.337527833
## Hlil_214       0.9696809986 -0.947962911 -1.60934022 -0.764159297  2.931484122
## Hlil_215      -0.4896225588 -1.532389585 -0.61467936  1.553572965  0.670014483
## Hlil_216       1.4851691503 -1.498388402 -1.64461371  0.371607461  0.642677168
## Hlil_217       1.0246538558 -1.044363804  0.84076732  0.823554503 -1.149925318
## Hlil_219      -1.4403654304  1.952406669 -2.58895436 -1.181193227  1.800409499
## Hlil_220       2.2863156455  0.005051219  0.63239303  4.551810911 -2.145715117
## Hlil_221      -0.7345530444  0.896146754 -0.06307631 -0.428707871 -1.042000382
## Hlil_224      -5.4929017024  1.960669392  3.07695690 -1.227337508  3.111422742
## Hlil_225       1.1376321709 -0.528736102  0.36041912  1.519729952 -0.200150801
## Hlil_226      -0.6342224906  1.768512693  3.39040743 -0.116317223 -0.093264693
## Hlil_228      -2.0322906429  0.491283163  1.65513531  0.262749846  0.713437941
## Hlil_229      -0.9320570993  1.296709865  3.27368203  0.572676262  0.238470660
## Hlil_231      -0.4045244492  0.476334592  1.21128740 -0.399925529 -0.087853744
## Hlil_232      -0.2361646041  0.996097776  1.70558974 -0.436477361 -0.750217377
## Hlil_233       1.6333262192  3.296442353 -0.30824442  1.736513117 -0.495875466
## Hlil_235       0.7602330864  2.925662074  0.25319483 -1.002633981 -2.436183600
## Hlil_239       2.3293555872 -0.933483026 -0.95496028 -0.123840592  0.195379574
## Hlil_240      -0.4353556623 -0.561317262  0.27370966  0.909947739  0.250753551
## Hlil_241      -1.4050682489  0.483012499  1.54545555  0.797667539 -0.913069017
## Hlil_242       4.5620063802 -1.380802678 -2.15245888 -0.938787452 -0.839508030
## Hlil_243       0.8534813550  1.915209507  1.27775845 -3.194936925 -1.769828212
## Hlil_244      -0.0004074527  0.342674229  0.53262840 -0.773117596 -2.233838951
## Hlil_245      -0.7068914254  2.022693196  0.60651274 -4.030197978 -1.666633414
## Hlil_246      -0.0237198912 -0.119306864  0.66862219 -1.887252840 -1.555691701
## Hlil_247       0.5690661536  0.319742574 -0.15557712 -2.805339400  0.269965961
## Hlil_248       0.2014280030  0.509701713 -1.23380369 -1.478888172 -0.085424999
## Hlil_NBG_351   0.3373616100  4.142414157  0.28204892 -0.640618452 -2.993593179
## Hlil_NC_167    0.5220440641  0.814995406  0.84665951  0.005653809  0.294584874
## Hlil_NC_170   -0.0287593802 -0.341543805 -0.05398813  0.090225166 -0.324539949
## Hlil_NC_171    0.2524311752  0.639156426  0.77857839  0.072662064  0.559254017
## Hlil_NC_172    0.4410994989  0.824606554  0.89955920 -0.090444764  0.309868276
## Hlil_NTBG_260  1.6764354965  2.595213259 -0.17125673 -1.932244030 -3.371015854
## Hlil_W_222    -0.1820884038  0.408371200  0.11201417  0.816990167 -0.159811617
## Hlil_W_223     0.3754654005 -0.729063102 -0.24499661  0.310113487  0.014639081
## Hlil_WBG_226   0.9377959544  1.154399382 -0.06595271 -1.333037553 -2.753184938
##                      PC11        PC12         PC13        PC14        PC15
## Hlil_130       0.91253988 -3.47311330 -1.066430943 -0.61480992  0.83251503
## Hlil_132      -1.82266631 -1.20172933 -3.746458488 -1.92904009  2.21229131
## Hlil_137      -1.69162600  3.97518136  0.700826729  1.84207121  2.06371784
## Hlil_143      -2.02167406 -0.95571543 -0.346240699 -0.99170274 -0.59092077
## Hlil_145       0.22698790 -0.30389004 -1.605142727 -3.56404460 -0.02547143
## Hlil_146      -2.37782160  1.74294235  1.157969811 -1.79526761  0.76146517
## Hlil_147      -2.43117021  3.94096716 -0.599660264  1.75227792  2.59058103
## Hlil_148       1.68159193 -0.64537289 -3.196050377 -0.95862459 -0.15465740
## Hlil_150      -1.19733524  2.11137416  0.753708272 -2.70660463  1.38883049
## Hlil_152      -1.35429048 -0.81205926 -0.895126201  2.94755923  0.34726081
## Hlil_153       0.92297127 -0.69413813  0.493933462  1.13028619 -1.51601996
## Hlil_154       2.00337119 -0.09912809  1.132404589 -0.25485140 -1.58517276
## Hlil_155      -1.80140225  0.28118538  1.628216221 -1.50146457  1.71737823
## Hlil_156      -0.32872865  0.15899647  0.165109660 -0.22093267  0.91176700
## Hlil_157       1.74469935 -0.30039931 -0.148711757  1.94029342  0.71369382
## Hlil_158      -0.59513405 -1.00321993  0.021587681  0.75293679 -0.37262965
## Hlil_159       0.36909962  0.41711357  0.161630212 -0.13642011 -1.37827231
## Hlil_160      -0.49688167 -0.18475171  0.744241652  0.56641286  0.32586657
## Hlil_161       1.59938001  0.57388777  0.780709030  0.21171234 -2.28512311
## Hlil_162      -0.25449701 -0.87463538 -0.005670709 -2.43200124 -0.57760866
## Hlil_163       1.33388890 -2.12919706  2.813808254  0.20902672  0.71722855
## Hlil_164      -0.19149720 -2.19581076  1.697958959  1.48065839 -0.36557124
## Hlil_165      -1.99176447  1.54911942  2.130430527  3.36667234 -2.29249824
## Hlil_166       2.40034954 -0.23407368  0.913091509 -3.94729081  0.13059284
## Hlil_168      -0.64712480  1.55585867  0.256668370 -0.85518243 -0.59323491
## Hlil_169       0.05795270  0.04084824  1.135773745 -0.11722828  0.00922763
## Hlil_173       0.13516562  0.09635611  0.859433094 -0.12101874  0.26411460
## Hlil_174       0.18956719 -0.04964177  0.540378573 -0.20448115  0.25084092
## Hlil_175      -0.47477468 -0.73455811  0.406105099 -0.95739511  0.80769706
## Hlil_176      -0.24081470  0.23341407 -0.471036810 -0.68930178 -0.57596381
## Hlil_177      -1.09564082  1.05522994 -2.378063972  1.72762476 -1.79362661
## Hlil_178      -0.72473385 -0.23976596  0.087335671 -0.56672678  0.24925602
## Hlil_179      -2.68431523 -3.76103626 -1.606314020 -0.80808819  1.18516068
## Hlil_180      -0.16294300  0.11208167  1.688385778 -1.07257802  3.17695567
## Hlil_181       0.33369160  0.04903984 -0.424022699  0.92860777 -0.85247317
## Hlil_182      -1.05536965 -0.40637088 -1.099695102  2.84817649 -2.70087875
## Hlil_183       0.90628498 -0.55397829 -0.759580126 -0.57947385  0.71486841
## Hlil_184      -0.82294498 -0.27182893  0.507204375  0.92528987  0.01254752
## Hlil_185      -0.76042260  0.79317082 -0.641860042  0.84109630  1.88949627
## Hlil_186      -0.31974407 -0.55623122 -0.018163025 -1.26170664 -1.21946014
## Hlil_188      -2.44722112 -2.11266067 -0.214031850  3.56881739  0.92931723
## Hlil_189       0.88021812  2.26288969 -0.809723551 -0.78985740  0.04926554
## Hlil_190       0.47155245  0.51030967 -0.268237415  0.95144784  0.27731177
## Hlil_191      -1.62690398 -0.43991459  0.757082346  1.40796400 -0.99771872
## Hlil_193      -2.49410430 -5.70697958  2.663406519 -1.47376931  1.24002482
## Hlil_195      -0.22632779  1.27040201 -0.367207598  0.10364928 -1.11535946
## Hlil_196       3.64900549  0.51921416 -0.008476355  0.50729481 -0.92175966
## Hlil_197       0.90131900 -1.32434204 -0.117760653  1.02886527  0.37405212
## Hlil_198       1.16158857  0.85972347 -3.610320308  1.10470896  1.79321780
## Hlil_199       0.17121433 -1.23403502  4.598554583 -0.30443568 -1.39940460
## Hlil_200       1.45490317 -0.81300192  1.667185704  1.50847201 -0.34638140
## Hlil_201       0.70228978  0.17626527 -0.315012976 -0.43281723 -0.02591074
## Hlil_202      -2.40513574 -0.91432139 -1.693414234  2.17363062  1.67141952
## Hlil_203      -3.28489956 -1.87667773 -1.320907154  1.09276751  0.18147148
## Hlil_204       0.02234114  0.66278787  0.127950936  0.36633924  0.59524031
## Hlil_205      -0.06782060 -1.86885431 -0.241598056  0.91198247 -3.55849107
## Hlil_207       1.88530931  0.85590763  2.528660491  2.03084991  0.84607807
## Hlil_208      -0.07656127  0.82368471  1.011033309 -1.25478769 -1.62688326
## Hlil_209      -0.50650234  0.09614175  0.808001444 -0.08126109  0.07471884
## Hlil_210       2.00856604  2.00594194 -1.332756323  1.98049012  3.25016098
## Hlil_211      -0.99280212  1.11825993 -0.317196126  0.28816822  0.47969837
## Hlil_212       0.67426240  0.33183496  0.411851731 -0.28416850 -0.53957410
## Hlil_213       4.27944915 -0.25387055 -0.901654387  1.03410500  3.64949146
## Hlil_214       2.10050351  2.42738947  1.388630498 -0.67460901 -0.74494522
## Hlil_215      -1.05955987  1.47630849 -0.097571025 -1.75628793  0.85217746
## Hlil_216      -1.40546744  1.89304794  0.668237477 -1.02683109 -0.35386840
## Hlil_217      -0.04555683  0.11153910  0.057430064  0.76446500 -0.30958255
## Hlil_219       2.50197364 -1.27798361 -0.162243679  1.47381064 -0.65165250
## Hlil_220       4.48630997  1.56797937 -1.672024290 -0.16371692 -2.78282934
## Hlil_221      -1.37995382  0.28558095  0.370298672 -0.68590204 -0.83181687
## Hlil_224      -0.37375119 -0.58506312  0.344826664 -0.11452016  0.42956938
## Hlil_225       0.06214076 -0.04468528 -0.651464648  1.40486132  1.16267830
## Hlil_226       1.11730469  1.58830191 -1.147823605 -2.07530720  0.37741800
## Hlil_228      -0.93651167  0.93792247  0.009172367 -1.28179415  0.59593807
## Hlil_229      -0.39551684  1.64433565 -1.699774189 -1.61826057  0.56610320
## Hlil_231      -0.72065584  1.68751398 -3.249155176 -0.52960370  0.06905409
## Hlil_232      -1.64155364  1.49020069 -0.563533011 -0.33093912 -0.52941829
## Hlil_233      -3.20830193 -1.24557268 -1.855731200 -0.12020966 -3.41612414
## Hlil_235       0.63670325 -0.29607406  2.500679063 -3.30914859 -0.77692224
## Hlil_239      -0.13048921 -0.22218843 -0.180256236  0.54750986 -0.64823307
## Hlil_240       0.47448276  2.16672223 -0.989602931 -0.14698831  0.54842754
## Hlil_241      -0.64162691  0.27390317 -1.511324032 -2.59555176 -1.84622326
## Hlil_242       0.03673939 -0.00558859 -1.488730888  0.48506798 -0.36303332
## Hlil_243       1.83034186 -2.36853144  1.848803748 -1.70208477  3.68384468
## Hlil_244       2.00522118 -2.70133080 -1.424489699  0.35385836  0.03129848
## Hlil_245       0.14295422  1.41714688  0.015933779 -1.25576128 -4.72229966
## Hlil_246       1.43243999 -1.93664625 -0.065302262 -0.21859175  0.96582453
## Hlil_247       1.94198439 -2.01698810 -1.981532899  2.20497516 -1.68880113
## Hlil_248       1.05769621 -1.52180582 -0.636179912 -1.00057624  0.98853825
## Hlil_NBG_351   3.32476303 -0.16593336 -0.022915547  1.91249424  1.34330120
## Hlil_NC_167   -0.23216582 -0.20258733 -0.404070369 -0.72339279 -0.82998159
## Hlil_NC_170   -0.44563893  0.33370509 -0.457381253 -0.40727979 -0.02014981
## Hlil_NC_171   -0.10260783 -0.21133234 -0.304666652 -0.55356354 -0.88601703
## Hlil_NC_172    0.03574957 -0.15087544 -0.436527519 -0.76570158 -1.04904558
## Hlil_NTBG_260 -0.70390339  1.54119931  5.104003376  1.15694878  0.12924242
## Hlil_W_222    -0.39707516 -0.14035922  0.061133403  0.29441981  0.39465736
## Hlil_W_223    -0.38916982  0.52736980  0.370417980  0.27088137  0.34486650
## Hlil_WBG_226  -0.38376650  1.76855284  3.438620541  1.56440705  0.69424865
##                       PC16         PC17         PC18         PC19        PC20
## Hlil_130      -0.855651974 -1.973526882  2.453868781  2.834881184  0.62544786
## Hlil_132      -1.197407785 -0.374189465  1.049409320 -1.801514110 -1.34889794
## Hlil_137       0.691919687 -1.877141587  2.271599712 -0.484619298  1.60330336
## Hlil_143       0.968264355 -3.226868015 -0.365220752 -1.357211560  0.94198250
## Hlil_145      -1.521786614 -1.482864532  0.849703146  1.200152750  1.21533155
## Hlil_146       0.265884596 -1.132637431 -0.558439036  1.019916351 -0.33904671
## Hlil_147       0.716294978 -1.451213738 -2.426279675  0.001394056  0.20722738
## Hlil_148      -0.299660693 -0.086810475  0.155935142  1.925996700  0.77416662
## Hlil_150       0.250227114 -1.500632616 -1.509845492 -0.745297152 -2.16188099
## Hlil_152      -1.469994406  0.138164297 -0.667180328 -0.724942030 -0.35741066
## Hlil_153      -1.346932853  1.763528714  0.821192746 -1.391052475 -0.42784615
## Hlil_154      -0.510653018  1.484975700 -1.328128063  1.630083794 -1.21961540
## Hlil_155       0.575966313 -0.216622980  0.943558658 -0.618631550 -1.10039157
## Hlil_156      -0.197751399 -0.347166437 -0.254406047 -0.200363875 -0.18712661
## Hlil_157      -0.525407720  0.408614243 -0.581790761 -1.763232279 -2.05294565
## Hlil_158      -0.909969570 -0.191673706  0.020695534 -1.173054652 -0.49486268
## Hlil_159       2.829526966 -1.552789785  0.926610738  1.678048729 -1.80606630
## Hlil_160      -0.347799557 -0.415711016 -0.396243230  1.870866064 -0.05825629
## Hlil_161      -1.974510074  3.202028694  0.088036379 -0.741838754  0.64063182
## Hlil_162       3.289461870 -0.068537511  4.549903814  4.060754632 -1.23933878
## Hlil_163       3.960282730 -0.611703695 -0.958213459  0.253219006  4.95380144
## Hlil_164      -0.600140837  0.297315929  0.751456980 -2.739576729  0.76747576
## Hlil_165      -2.799417635 -0.761564683 -3.214228595  1.189877922  0.60812771
## Hlil_166       0.863642336  0.510323587 -0.012682109 -2.926213192 -0.52025208
## Hlil_168      -0.142371948 -0.596350492  0.201976584 -0.290194324 -0.47524671
## Hlil_169      -1.008669489 -0.537930387  0.075692796 -0.171547658 -0.12044879
## Hlil_173      -0.500086628  0.633207763 -0.116611377 -0.279690369 -0.18122762
## Hlil_174      -0.812954183  0.624864924 -0.213572067 -0.073712648 -0.15652124
## Hlil_175      -0.453278459 -0.202790631  0.323685539  0.300767838 -0.59172078
## Hlil_176       0.560282608 -0.058964830 -0.222722412 -0.934736258 -0.15109517
## Hlil_177      -2.184411894  0.619900132  0.896444076 -0.661139121  1.30602247
## Hlil_178       0.458409437 -0.822138417  0.421138930 -0.679397048 -0.03638783
## Hlil_179       2.270997794  1.486323183 -3.043637482  0.482268979  2.01204420
## Hlil_180      -3.177889181 -2.469588188  2.502700850 -2.045284628 -0.21706525
## Hlil_181       0.177664134 -0.504975065  0.754474005  1.126305383 -0.58040318
## Hlil_182       0.997947772 -1.090142781  0.899790456  0.586324997  0.23382892
## Hlil_183       1.180759884  0.528148960 -2.096984691  1.804239724  2.46199845
## Hlil_184       1.235070705  0.944402524  0.250538509  0.490049738 -1.59123631
## Hlil_185       1.716630735  0.854157775  2.443923306 -2.299624970 -0.20977364
## Hlil_186      -1.739232762  1.932233778  1.680383722 -0.738314714 -1.80870797
## Hlil_188      -0.793744001 -0.712510975  1.701413116  1.024061422 -0.83884779
## Hlil_189       0.220558639  0.717424602 -1.131330022  1.007835300  0.39944028
## Hlil_190      -1.364991501 -0.678325464  2.462261356 -1.476043267  1.47916277
## Hlil_191       3.136825091  1.780919356  2.448766571 -1.202063478 -1.49081022
## Hlil_193      -1.728477516  1.390056944 -0.421901011 -0.881795304 -1.09944978
## Hlil_195       0.090765295  0.922425526  0.608964010 -0.050744051 -0.79201475
## Hlil_196       1.557168757 -0.976671665 -1.913637757  0.505744175 -2.03457402
## Hlil_197       0.117545328  1.173024301 -2.026695639 -0.029418826 -2.23924802
## Hlil_198      -2.469345668  4.479037587 -0.360141696 -0.300475121 -0.01015852
## Hlil_199      -2.092915033 -1.407455605 -2.264998487  0.997071565 -2.10969110
## Hlil_200       0.719848134 -1.606751179 -0.875985462  1.746395774  0.85414622
## Hlil_201      -0.394967765  1.009306587 -1.240772981  1.048892785  0.12638313
## Hlil_202       0.068023326  0.140530028 -2.001996794 -0.246947212 -1.42677097
## Hlil_203      -0.046029762  0.766682463 -0.252137227  0.761576187  2.99011144
## Hlil_204       0.828528871 -0.677177682 -1.453040649 -0.960782454  0.26320583
## Hlil_205      -2.673396997  0.009525740  1.445261882 -0.325038793  0.77184716
## Hlil_207      -0.364675849 -0.527148755  0.010214140  0.160780670  1.19639541
## Hlil_208       0.323536315 -0.857341211 -0.671040945 -0.130528494 -0.33401529
## Hlil_209      -0.137440957  0.895743568  1.303637166 -1.305791698  3.33771761
## Hlil_210      -2.042304727 -0.841810151  2.596185346  2.449453138  0.68447939
## Hlil_211      -0.168072882 -0.261372602  2.037698886  0.862975709  0.52877422
## Hlil_212      -0.089827038 -0.266316976  0.486910793  0.487245600 -0.28420178
## Hlil_213      -2.210124352 -2.671874293 -0.976307495  0.481644281 -1.21608747
## Hlil_214      -0.841182833  1.060089458  0.305625154 -2.616066148  2.60780356
## Hlil_215       0.217921529  0.186302299 -0.777507002  0.584274506  2.16228136
## Hlil_216       0.355282224  0.554538381  0.734924448  0.693022421  3.64465124
## Hlil_217       0.053939976 -0.940012678 -2.266204776  0.035139804 -0.12713724
## Hlil_219       2.068472095  2.366501466 -0.282170043 -2.555772088  1.24410001
## Hlil_220       0.432453774 -0.138639635  1.484318846  1.470783387 -1.34054665
## Hlil_221       0.345255785  0.718724684 -0.301171649  0.537339038 -0.80450759
## Hlil_224       1.967201521  0.132377278 -1.544222967 -0.385770657 -2.44859150
## Hlil_225       1.128821670 -0.371120732  0.802671036  0.015163793 -1.61352453
## Hlil_226      -0.149133026 -1.650702749 -1.842063387 -3.848637338 -0.26810451
## Hlil_228       0.738245807  0.599501840  0.421575972 -0.128226100 -1.42279905
## Hlil_229       1.070741567  0.644125903 -0.228685414 -0.528293304 -1.00713183
## Hlil_231      -1.680179479  2.135497980 -2.365709045  2.388844875  1.53771263
## Hlil_232      -1.130163244  0.934156723 -0.233027249  1.215595865 -0.35351770
## Hlil_233       1.022049628 -0.407803936  0.389187180 -0.397217737  0.01058640
## Hlil_235      -3.869184451  2.135092167  0.951723779  0.540105733  1.66895210
## Hlil_239      -0.056649095 -1.123934777  0.019176268  0.279687142 -0.60665310
## Hlil_240       0.562694582  1.319980382 -1.497029858  0.091089160 -0.19877320
## Hlil_241      -0.849610008  1.144767987  0.724837874  1.772324160 -1.06395962
## Hlil_242       2.249071671  2.088826647 -0.979557688  1.340727602 -0.78716612
## Hlil_243      -0.245629464 -0.201025733 -0.836144515  2.688702285  1.63185238
## Hlil_244       0.446307312 -0.508177232 -0.098562528  0.585921602  0.69002353
## Hlil_245       1.020147369 -4.231557029 -0.935637915 -1.056069608  1.59687585
## Hlil_246       0.126868642  0.401314296 -1.972802647 -0.819564923  0.52553778
## Hlil_247      -1.460721881 -4.567725135  0.105260008 -0.443168415 -0.01602308
## Hlil_248       0.339513698 -0.410766148  0.009295794 -0.423197535 -1.24042555
## Hlil_NBG_351   4.212212746  1.785422690  1.886443991 -1.750131832  1.11391558
## Hlil_NC_167    0.518271391 -0.176305663 -0.119939191 -0.980333838  0.03953207
## Hlil_NC_170    0.510543117 -0.181628545 -0.319060188 -0.577575965 -0.37344403
## Hlil_NC_171    0.041794270  0.008131048 -0.335048002 -1.102747446 -0.03505174
## Hlil_NC_172    0.469988981  0.067976114 -0.319478367 -1.217939068  0.06568666
## Hlil_NTBG_260 -0.003008408  2.253643307  1.157864848  1.614955754 -0.95000704
## Hlil_W_222     0.221787205 -0.983590204  1.048357991 -1.194731596 -0.17082271
## Hlil_W_223     0.557309782  0.231853917 -0.068217383  0.243317809 -0.32122866
## Hlil_WBG_226   0.688824507  1.450590625  0.403115378  1.690442302 -1.06350722
##                       PC21        PC22        PC23         PC24         PC25
## Hlil_130      -0.035169174 -2.67821831  0.07847107  0.899722921 -2.460110868
## Hlil_132       0.036216885 -1.79869512 -0.08215355  0.027927596 -1.698905789
## Hlil_137       0.219155189 -3.10230259  0.80875357  0.671388303  1.432645921
## Hlil_143      -1.267792489 -0.90425103  0.18713211  1.384612506 -1.437629815
## Hlil_145      -4.446417663 -0.62177730  1.16919091 -3.006222681  3.326521245
## Hlil_146       1.440515729 -1.03850851 -0.29303494 -1.240069415 -0.886913386
## Hlil_147      -2.287012835  2.55692690 -0.28811927  1.103857018 -0.180804319
## Hlil_148       0.071701593 -1.60690199 -1.00295199 -1.627428198 -0.043286780
## Hlil_150      -0.457550253  0.50622616  1.76352631  0.987062835 -0.225468983
## Hlil_152      -2.371422049 -0.75901874 -1.03868634  0.259794948  1.852920339
## Hlil_153      -0.926415272  1.07642638 -0.94510908  0.489441504 -0.036373978
## Hlil_154       1.248841068 -1.86258705 -1.49006495  0.036904776  1.061038606
## Hlil_155       0.639550933  0.77302789 -0.68602974 -0.160992668 -1.187373092
## Hlil_156      -0.392037483 -0.03941116 -0.89192179 -0.239961469 -1.032246794
## Hlil_157       2.102054331 -1.28944784 -3.29159228 -1.288210496 -1.176888607
## Hlil_158      -0.269952132  0.70749412 -0.79842994  0.251342552  0.594830159
## Hlil_159       1.453208879  0.57011301  0.95540701  0.531488561 -0.246452016
## Hlil_160       0.436603170 -0.53300054 -1.33018574 -0.514891615  1.590052948
## Hlil_161      -0.468312078  0.01443643  0.61021284 -1.159445844  0.155347327
## Hlil_162       0.043242484 -0.11889375  0.05320235  0.977404078 -1.238336191
## Hlil_163       2.195951330  0.64237084  0.50995418 -0.331324908 -1.469893353
## Hlil_164      -3.591531492 -3.32779063 -2.17880693  0.043786450  1.188274738
## Hlil_165      -1.046140322 -1.10448309  1.68842992  1.085748578  1.047506122
## Hlil_166      -0.157759799  0.95105393  2.00880039 -0.278748702  0.793757789
## Hlil_168      -0.762816945  0.18809078 -0.21183325  1.495471741 -0.836046033
## Hlil_169      -0.056803577 -0.26724912  0.09007876  1.322817747 -0.988857552
## Hlil_173      -0.036606949  0.35762020  0.35174470  0.418926188  0.001988821
## Hlil_174      -0.103284797  0.22780083  0.35580641  0.658652322 -0.187445446
## Hlil_175       0.637004977 -0.40361809  0.11754446 -0.301577089 -0.247639341
## Hlil_176       0.230973675  0.99462624  0.31260413  0.389774554 -0.361484442
## Hlil_177       2.208368224  0.76749804 -0.11879661  1.458576296  0.459409199
## Hlil_178       0.066901832  0.23531568 -0.21413759  0.503446328 -0.030383048
## Hlil_179       0.189024796 -1.95661118 -0.59052110  0.287851055  1.245345100
## Hlil_180       1.671849216  1.65718172 -1.26661210  0.300293278  3.687738192
## Hlil_181       0.676889518 -0.12699404  0.99578812 -1.649989329  1.205034360
## Hlil_182       4.709186513  1.30847531  0.49779345 -1.830219897  2.871011545
## Hlil_183      -1.668653208  2.33480608  0.02289669 -1.631933228 -2.752247697
## Hlil_184      -0.111775685  1.64681550 -1.30135135  0.791661475  1.949785865
## Hlil_185      -1.158538064  1.13666518  1.17988050 -0.769588566  1.429379607
## Hlil_186       0.265584800  3.12128365  0.15314182 -0.928827523 -1.672669924
## Hlil_188      -1.793388823  0.85185193 -0.10935567 -1.041529718 -1.739665210
## Hlil_189      -0.474049788  1.09663400 -1.27709710 -0.127398506  0.514515705
## Hlil_190       1.253996043 -0.16188978  1.89055701  3.275699815  0.608477924
## Hlil_191      -2.032674461  1.07397740  1.20584671  0.884693675 -1.243760776
## Hlil_193       1.522875987 -0.55645611  3.43526809  0.491010342  0.348301344
## Hlil_195       0.194586726  0.21299216 -1.67038012  0.899707691 -0.796015720
## Hlil_196      -0.074239862  0.73376210  3.25301408  0.323479672  2.475973475
## Hlil_197      -0.397806331  0.42228637  1.83215113 -0.424789876  0.035931725
## Hlil_198       0.043906611 -2.39391244  0.22807744  0.477754644 -0.419975348
## Hlil_199      -1.682412226  1.32198748 -2.85347106 -3.881717835 -0.413735562
## Hlil_200      -1.743784038  1.02886411 -1.16759742  2.352842750  0.474126899
## Hlil_201      -0.234753330  0.35319835  1.07073172  0.222438044  0.353290403
## Hlil_202       1.656049169 -1.17242344  1.46268533 -0.510644343 -2.064413114
## Hlil_203      -2.727147865  3.27055300  0.82225503 -2.210048881 -0.525618329
## Hlil_204       0.210594627 -0.86759604 -1.20548640  3.414049250  0.704730430
## Hlil_205      -0.619503676 -0.92478084  2.18788798  0.801091284 -1.169488126
## Hlil_207       1.072885463  0.12451617  2.16745779 -0.547690461 -0.153877613
## Hlil_208       0.007324653 -0.67490510 -1.46464447  1.321334194 -0.286929531
## Hlil_209       3.052497561 -0.50147885 -1.36785724 -2.070164680  0.828043980
## Hlil_210      -2.461329036 -0.50005027  2.04184119 -1.792415661 -0.478125249
## Hlil_211       0.355764165  0.72536265 -1.03411119 -1.212507329 -1.037868986
## Hlil_212      -0.457864649  0.07553066  0.03096253 -0.480549121  0.292271047
## Hlil_213       1.147206670  0.38344436 -1.10495339 -0.086208710 -1.698586975
## Hlil_214       0.269466961  1.37093281  1.60020754 -1.836539358 -2.525402813
## Hlil_215      -0.109364419  0.18543497 -1.23231485  1.442787726  0.777809391
## Hlil_216      -0.527177461  0.04907908  0.84836074  0.168991832  1.499921050
## Hlil_217       0.822845094 -0.77315884 -1.77636204  0.427754013 -1.096590853
## Hlil_219      -1.286464572  0.67089276 -0.68513410  2.283898146 -1.992867139
## Hlil_220      -1.084839968 -1.14477263 -0.14878380  0.543309326 -0.044726274
## Hlil_221       0.240568727  1.73745655 -1.65043915 -0.878727076 -0.386258918
## Hlil_224      -1.847977684 -2.49396779  1.23980940  1.489614434  1.586613365
## Hlil_225       1.790243832 -1.34248260 -0.09262210 -1.496540672  0.824523161
## Hlil_226       0.960432273 -1.16895777  2.27331337 -3.256495910 -0.960721410
## Hlil_228      -0.116520317  0.43301497 -2.25629424 -0.657664149  0.114957875
## Hlil_229      -0.848147419 -0.17992123 -1.38580292 -1.655304325 -0.381310626
## Hlil_231       2.247578340  0.01070066  0.88167349  1.193662865 -1.311621790
## Hlil_232      -0.384775104  0.99531428 -1.69286451  0.969663720 -0.695171383
## Hlil_233       1.960474362 -0.70191702 -1.11298768 -1.845711713  0.718259803
## Hlil_235       0.302187481 -0.89477898 -1.83539151  0.902628659  1.100378754
## Hlil_239       0.277012300  1.28072649  0.05153886 -0.382771816  0.863200671
## Hlil_240       1.016220076  0.42850067 -0.72367680  0.643171085 -0.136458421
## Hlil_241      -0.256540233  1.47239858  0.61513568  2.890112228  1.143294553
## Hlil_242       0.001249269 -0.75689038  1.49552409 -2.267539160  3.207547393
## Hlil_243       1.294807828  1.00490075 -0.45227956  1.610026442  1.490413933
## Hlil_244      -0.324029601 -0.35532508 -0.16163097  0.162651543 -0.816661818
## Hlil_245      -1.111603298 -3.67786630 -0.16750703 -0.902994886 -1.529025015
## Hlil_246      -0.380814000 -0.03332013  0.47428066 -0.484280293  1.063161442
## Hlil_247       0.754061091  3.63223664  0.17935967  0.768162467  0.013190655
## Hlil_248      -0.088424832  0.25546508  0.60275539  0.805321238 -0.079592121
## Hlil_NBG_351  -1.033127363 -0.27139090 -2.66088929 -0.474880102  1.394903126
## Hlil_NC_167    0.261989372  0.45299946  0.32745028  0.564905901  0.072012311
## Hlil_NC_170    0.559619986  0.36912394  0.11059992  0.373152849 -0.645939432
## Hlil_NC_171    0.170301407  0.54433739  0.40597047  0.609812027 -0.070754574
## Hlil_NC_172    0.233000669  0.69270404  0.21310477  0.620681009 -0.136926601
## Hlil_NTBG_260  0.163258048 -1.91490864  1.81600963 -0.428060215 -1.979477349
## Hlil_W_222     0.267794355 -0.57076555 -1.11048758 -0.009477654 -0.291635022
## Hlil_W_223     0.364148002  0.21186989  0.81842323 -0.590523645  0.526772676
## Hlil_WBG_226   0.696980333 -1.67362785  0.92814782 -0.799754758 -1.418551417
##                       PC26        PC27        PC28         PC29          PC30
## Hlil_130       1.800846810 -1.46768842  1.38155358  2.807112971  0.4647096072
## Hlil_132      -1.422559046 -1.55692617 -2.77812225 -1.013307524 -0.4209574866
## Hlil_137       1.728327411 -1.63784460 -1.00126250 -2.240235845 -3.0803662581
## Hlil_143       1.818455638  0.79993658  0.77635086  1.129308819 -2.0936557423
## Hlil_145      -0.388479525  1.35615877  0.25800526  1.603115499  2.6668509653
## Hlil_146      -0.346820042  1.08461278 -0.80200492  1.180192629  0.3892425499
## Hlil_147      -0.960443965  0.38279875  0.52603529  0.447716602 -0.6410796745
## Hlil_148      -1.024147085 -0.77772097 -2.11994288 -0.014954860 -2.5033988250
## Hlil_150       1.267299056 -2.76433749  0.95700473  0.283843979 -0.9407122362
## Hlil_152      -1.063332182 -0.54026098  2.92669322  0.248319943  0.1806162644
## Hlil_153       1.307133594 -2.16707963  2.46869337  0.103423925  2.0829401160
## Hlil_154      -0.344661376  2.18740830 -1.06312358 -0.354051970 -0.0453447424
## Hlil_155       0.096954499  1.30423643 -0.06210521  0.126419150  0.6223692508
## Hlil_156       0.548815628 -0.52942070  1.27060222  0.278957737  0.2819821603
## Hlil_157       1.857201770  1.31401385 -0.17821794 -0.123618060  1.3457007389
## Hlil_158       1.492614398 -0.19891602  1.43509004  0.985742866  1.2472795729
## Hlil_159      -0.434715289  0.44266610  1.25631015  0.061156637 -2.1833039980
## Hlil_160      -1.853580847  0.52836835 -0.22657952 -0.425333037  1.1788223261
## Hlil_161       0.517454192 -0.79552182 -3.44491187 -0.451469400 -1.2634099983
## Hlil_162      -1.626711445 -1.06633703 -0.08234064  0.807515052 -0.2890682383
## Hlil_163       0.693455774 -2.76489502  0.49792150  1.658114489  1.1276915139
## Hlil_164      -3.466193348 -0.85801313  1.06142846  0.643402225 -1.2930076091
## Hlil_165       1.264156437 -1.00384982 -0.40256371  2.937968218  1.4504269304
## Hlil_166       1.195871370  2.28174871  0.59644867 -1.162389370 -0.2707089933
## Hlil_168      -0.759308855  0.25733245  0.19757342  0.941880261 -0.0343312723
## Hlil_169      -0.613536867  1.07862424 -0.45884842  0.802476374  0.2375124574
## Hlil_173      -0.011343264  0.50417171 -0.76108825 -0.719180578 -0.0955151118
## Hlil_174      -0.066371749  0.46386963 -0.24511714 -0.632553741 -0.0671970574
## Hlil_175      -0.356575388  0.76458923 -0.14230382 -0.358924043  0.0072209878
## Hlil_176       0.612911541  0.34591477 -0.05128224 -0.888361691 -0.7111419568
## Hlil_177      -1.423254383  0.76763802  0.87968739 -1.576160586  0.1104868660
## Hlil_178       0.486654744  0.26302560  0.59392174 -0.621129438 -0.2764485825
## Hlil_179      -0.270962359  2.02435857 -1.27133906 -0.915476674  1.6485420582
## Hlil_180      -0.298306241  0.70112372 -2.29531299  2.232731927  1.6500317189
## Hlil_181      -0.147532418 -0.83269046  1.09758303 -1.314747207  0.1615128153
## Hlil_182      -0.004118106  1.75811992  0.15807502  0.961242499 -0.1712800935
## Hlil_183       0.202591849  0.65201109 -0.26041123 -1.129453069  1.0417339023
## Hlil_184      -0.663148107 -0.05340795 -0.78828528  0.648247641 -0.1887784957
## Hlil_185      -1.037760612  0.19233141  1.79583950  1.149485507  0.0202353482
## Hlil_186      -0.111919050 -0.74420372  2.61408381  0.166955422 -0.0026824961
## Hlil_188       0.719379864  4.05075073 -0.67296070 -1.686935361 -1.9971692288
## Hlil_189       1.525966919 -0.04805516  2.65691612 -1.455900024  0.7216676214
## Hlil_190      -0.903520197  0.59053767 -0.29505646  0.289319889  0.9267313334
## Hlil_191       2.149486529  2.68900881 -1.66555967  2.250497251  0.8337114496
## Hlil_193       0.389426402 -2.25637123  1.87687008 -1.875363061 -0.9604745293
## Hlil_195       0.771290237  0.98996910 -0.09679620 -0.562541019  0.2541502965
## Hlil_196      -1.640459646 -0.67076020  0.35341291  0.024465325 -3.0900403442
## Hlil_197       0.367423638  0.04075936 -0.68244824  1.497343949  0.9308299556
## Hlil_198       0.346519865 -0.11281661  1.38195052  1.342020685 -0.0376815886
## Hlil_199      -0.551305241 -1.73447363 -0.55379421 -0.448186744 -2.8717296527
## Hlil_200      -0.807042396 -0.67297511 -1.28854927 -1.367410717  0.7079275222
## Hlil_201       0.428397048 -0.48754847  0.56636677 -1.346395486 -0.4030196991
## Hlil_202       3.111426720 -1.10529900 -2.64198868 -0.047561294  0.3412280489
## Hlil_203       0.139927843  1.06394049  0.27454050 -0.004098538 -1.9249808105
## Hlil_204      -1.042607152 -1.38759853 -1.25191665 -2.070578992  0.3218894281
## Hlil_205      -1.088009726  0.16773107 -0.96405473 -4.195947748  1.0431486620
## Hlil_207       1.143015607  0.91629522  1.93078927  0.907533186  1.5226486125
## Hlil_208       0.479324159  0.56820805 -0.43081592 -0.425563571  1.1091869340
## Hlil_209      -1.502623818 -0.56069714  0.71447294  0.018102683 -1.2767672376
## Hlil_210       1.187509723 -1.19558527  0.25077724 -1.261598733  1.0742192683
## Hlil_211      -0.261162889  0.19076565  1.08152552 -1.308036262 -1.0692778962
## Hlil_212       0.299822833 -0.20020852  0.21351845 -0.934339630  0.8868036739
## Hlil_213      -0.447493211  2.40172727 -0.40155220  0.617189802  0.0080437561
## Hlil_214      -1.886533250 -1.01968074 -2.95101508  0.152133448  0.1628274456
## Hlil_215      -0.554192032 -1.11732582 -0.11541098 -0.460243639  1.0800383801
## Hlil_216       0.987786811  0.88758233 -2.06540055  0.734018024 -1.3217861965
## Hlil_217       0.694973379 -0.45296953  0.49096257  0.214061854 -0.3713242042
## Hlil_219      -3.251924356  0.63620605  0.02114250  0.504867775  0.2508319553
## Hlil_220       0.674731745  1.70938253 -0.09634556  1.138394119 -0.9959263975
## Hlil_221      -1.895997850  0.01366008 -0.01752517  0.910820226 -0.1218450066
## Hlil_224      -1.392391767  0.76533722  0.52658040  0.858954215 -2.0451608329
## Hlil_225      -0.700660260 -0.43371580  1.28855057 -2.247929373 -0.0002802544
## Hlil_226      -1.685044926  0.95197532  1.56740578  0.464576997  0.5845570306
## Hlil_228      -0.351267954 -2.24383469 -0.87613996 -0.598678491  1.2409588934
## Hlil_229      -1.343670572 -2.15674126 -0.79299000  0.304406790  0.8181390582
## Hlil_231      -2.608420294  0.32096290  2.10971249  3.047047238 -2.4833973221
## Hlil_232       0.865802357 -0.36899225  0.27903174 -0.861112705  1.0774088936
## Hlil_233      -0.004235719 -0.64548032  0.51956263  1.873301650  0.4578805010
## Hlil_235       3.805013932  0.35449911  0.59495001  1.346701046 -3.3599566395
## Hlil_239       0.676269932  0.47937438 -0.27713854 -2.085533259  0.1807312645
## Hlil_240       2.141754884 -0.15980659  0.63946075 -0.869464278 -0.3455224726
## Hlil_241       0.392585910 -0.97994414 -1.50857121  0.028341248  1.6194679427
## Hlil_242       0.903081897 -1.45567205 -1.24103786 -0.211216688  2.2422675997
## Hlil_243      -1.438150413  2.24291561  1.73128610 -2.065115501  0.6997741395
## Hlil_244       0.018254568 -1.23530115 -0.36885489  0.271031660  0.2906627815
## Hlil_245       0.678692528  1.31340856  1.74224790 -1.594981674  2.0449733049
## Hlil_246       1.601818068  1.34697895 -2.43599288  1.314358455 -1.4789977276
## Hlil_247      -0.570165820 -3.26451893 -1.68258144  1.328199172 -0.3320676072
## Hlil_248       0.165454021 -0.51784245 -0.44401687  0.566913820  1.1154695553
## Hlil_NBG_351   2.989704379 -1.62770578  0.51558661 -0.040640174 -1.1323306053
## Hlil_NC_167    0.647865744  0.26718009  0.21528394 -0.367631089 -0.4293251385
## Hlil_NC_170    0.261839126  0.23675933  0.19370556 -0.550859858  0.1487149412
## Hlil_NC_171    0.700249275  0.34583842  0.17834233 -0.550125107 -0.3887913932
## Hlil_NC_172    0.573294332  0.43986928 -0.13607466 -0.442633230 -0.4407234475
## Hlil_NTBG_260 -1.951942493  0.18509927 -0.40748946  0.251835901  1.0471068863
## Hlil_W_222    -0.963060432  0.71313476 -0.93246567  1.745605325  0.2769666919
## Hlil_W_223     0.210590669 -0.13448484 -0.62385974 -1.366160295  0.5009493238
## Hlil_WBG_226  -1.401761689 -0.32939741 -0.31028651  1.036757528  1.0131437993
##                        PC31        PC32         PC33        PC34         PC35
## Hlil_130      -0.2697133012 -2.06773554 -0.063520750  4.14318723  0.716062453
## Hlil_132       0.7935811879  0.26565658  1.855805808 -2.91701120 -1.273697876
## Hlil_137       0.7319532869 -1.91565778  0.741008934 -1.50180603  0.837611020
## Hlil_143       0.3461346682 -0.61529719 -1.182064131  0.14795241 -1.589006011
## Hlil_145       0.1562886568  0.28916319  1.661282440 -0.59308954  0.898417794
## Hlil_146       0.0165040808  0.44631951 -1.171667481 -1.50036906 -0.644427304
## Hlil_147      -1.2380039352  1.35926470 -1.903202821  1.14637951  3.168714326
## Hlil_148       2.4297661053  2.52849921  1.602369360 -2.10812745  3.116991651
## Hlil_150      -0.3781134104 -0.80688746  0.927268587 -1.25355461 -0.860193396
## Hlil_152      -1.2595401819  0.33105273 -0.737957779 -1.42384353 -1.186077061
## Hlil_153       0.8678806079 -0.05860113  0.248501459 -0.06284395 -0.188472785
## Hlil_154      -2.7001278913  0.55019161 -0.881360065 -2.21740229 -2.095648710
## Hlil_155       0.0496944462 -0.21296171 -1.198103100 -0.20790660 -0.176779222
## Hlil_156      -0.9736700872 -0.78912622 -0.291128824  0.39854683  0.846618440
## Hlil_157      -0.0668705036 -0.14470230  1.554228466  0.58262993  0.711848187
## Hlil_158       0.8992975438 -0.99839748 -0.050672957 -0.35650574 -0.207239737
## Hlil_159       1.0213513936  0.49549579 -0.255804735  3.54656013 -1.053762091
## Hlil_160      -0.4290781508 -0.69779413 -1.135045221 -0.09927189  0.389577763
## Hlil_161      -0.0189034261  0.64171699 -1.368436582  1.82072083  0.363979236
## Hlil_162      -0.5706140527  0.12753327 -0.918965291 -0.60361022  0.267517994
## Hlil_163       0.9344071632  1.05186343 -0.451638350 -1.03969215 -0.259923199
## Hlil_164       0.4902607772 -1.81113854 -0.049427966  0.39447506 -0.468224119
## Hlil_165       1.4604417318  0.72375312  1.534155463 -0.14344871  0.585886076
## Hlil_166      -0.8952767526 -1.91005196  1.213629726 -1.01206894  0.375939852
## Hlil_168       1.2119475493 -0.08406690  1.784267010  0.56476134  0.248424664
## Hlil_169       0.7436050690 -0.35156689  1.260653834 -0.30198606 -0.302835187
## Hlil_173      -0.0622595723 -0.10863644  0.332036476  0.51782100 -0.046873556
## Hlil_174       0.0026455684 -0.30795838  0.792552933  0.59129091 -0.011677003
## Hlil_175       0.4454446591 -0.41653294 -0.106160159  0.75303118 -0.701082437
## Hlil_176      -0.4784496585  0.40402346 -0.059014495  0.32259748 -0.579512898
## Hlil_177       1.7297603682 -0.08166776 -0.248813722 -0.31836090 -0.614385268
## Hlil_178      -0.3830441191  0.14703501 -0.064184790  0.12469663 -0.352254384
## Hlil_179       1.0216944108 -1.92815419 -4.014760810  0.06602968  0.289355690
## Hlil_180       1.3182483801 -0.48593247  0.835203741  1.97865197 -1.046993389
## Hlil_181       1.3295167392 -0.94831101 -0.994063931  0.73505561 -0.236757911
## Hlil_182       1.5902470425 -2.35322590  1.178439184 -0.86701393  1.335254695
## Hlil_183      -0.5650258999 -2.74258703  1.837013010 -1.22282978 -1.399213330
## Hlil_184       0.8485748688  0.06929393 -0.333922316  0.38940183 -0.366019712
## Hlil_185      -1.2236018206 -0.26122393  1.535613176  1.01939596  1.587471630
## Hlil_186       1.0193432514  1.31152617 -0.568255466 -1.31780068 -1.291060414
## Hlil_188       1.4085633765  0.28430453 -0.547571949 -0.98016863 -1.148501809
## Hlil_189      -1.7656334524 -0.70988671 -1.145462837 -0.49093145  1.106671192
## Hlil_190      -3.8946092172  0.43642340 -0.833150413  0.58799913  0.058575634
## Hlil_191       1.2253055001  0.22357996  0.246043711 -0.39069150 -0.270566216
## Hlil_193       1.6005564349  1.68676161  0.418611087 -0.73956844  2.861224963
## Hlil_195       0.4530392624  0.73851974  0.443461718  0.29833341  0.471939989
## Hlil_196       0.9946323078 -0.96564340  0.870349307  0.35400018  0.344334304
## Hlil_197       0.4461950002  1.50113389 -0.658890312  1.90118744  0.429668405
## Hlil_198       1.3577937597 -1.04569762 -0.388188156 -1.43511989 -1.131864699
## Hlil_199      -1.1538135047  0.05562457  1.486245146  0.41120706 -0.063177852
## Hlil_200      -0.3722230729  0.53327814  1.122489269 -0.79449696 -3.689252190
## Hlil_201       0.9186332173 -2.77884013 -0.315901241  0.67774697 -0.067757676
## Hlil_202      -1.5902565379 -0.39681269  1.629819768  0.32065135 -0.298907991
## Hlil_203      -0.5248118365  1.09063217  0.294006644  0.36042774  0.108776544
## Hlil_204       1.4117340232  0.82359198  0.852864586  1.92544117 -1.979864556
## Hlil_205      -1.8087336023  1.63579088 -0.393804710  1.17685833  1.947265736
## Hlil_207       1.0212379423  1.69869727  0.997624224 -3.26926757 -0.062718846
## Hlil_208      -2.7007162227  1.17854161 -0.320878490 -0.95016226  2.037217687
## Hlil_209       0.8872600092  0.70995916 -0.752584344  1.03349246 -0.405521893
## Hlil_210      -0.8356922046 -0.24200221 -0.215679658  0.64931191 -1.652302034
## Hlil_211       0.3094138655 -0.76184225 -0.003819362  0.21997632  1.328992964
## Hlil_212      -0.0526077371  0.39202064  0.076402301  1.21584480 -1.008455488
## Hlil_213       0.0698254111  0.61102208 -0.599093369  0.82422346  2.882944414
## Hlil_214      -0.9847809361 -1.19354428  0.246148804  0.47918219  0.989559030
## Hlil_215       0.9376422939  1.15793726  0.142323420 -0.66310877  0.440939228
## Hlil_216      -0.6580106915  0.71978825  0.030886191  0.09542717  0.342612923
## Hlil_217       0.4642646496 -1.39170987  0.423674161 -0.45265454  2.035566077
## Hlil_219       0.1087670268 -2.46734605  1.639790753  0.65228776  1.265114240
## Hlil_220       1.5038742124 -0.54443535 -0.699359617 -1.82695127  0.079898759
## Hlil_221       0.8763917270  0.99341026  0.220057740  0.85106122  0.744737666
## Hlil_224      -1.1701279665  0.11633444 -1.242460536 -1.05620361  1.331006270
## Hlil_225      -3.3367234924  0.67916204  0.822702763  0.75800537 -0.101888890
## Hlil_226       0.8028194619  0.77828461 -4.047021050 -0.04186564 -1.295166165
## Hlil_228       2.3658709784  0.25043015 -0.456589476 -0.30428498  0.046369452
## Hlil_229       0.2584485240 -1.74449133 -0.142522851  1.25409950 -1.180792654
## Hlil_231      -1.1097199548  2.25798918  1.643219834  1.10116725 -2.578480943
## Hlil_232       0.5732153257 -0.41963158 -1.770762367  0.19127500  2.287607061
## Hlil_233      -4.5001458636 -1.98877091  2.894054453 -0.96019008  0.005168893
## Hlil_235      -1.1465121154 -0.43509677 -2.189301500  0.45090028 -0.699009679
## Hlil_239       0.5229814408  1.06699748 -0.270706789  0.86473705 -2.784098454
## Hlil_240       0.1729541001 -0.69609628  0.798147494  0.93222212  0.445425542
## Hlil_241       0.4530434404 -0.62211978  0.108192116 -0.73635302  1.560574037
## Hlil_242      -0.6609817206  1.02279417 -0.627954778  1.55856022 -0.530473614
## Hlil_243      -0.1045817709 -0.43703685  2.112682258 -0.87089121  0.240844825
## Hlil_244      -0.3359924050  1.54646139 -0.588335874  0.89906874  0.097064754
## Hlil_245       2.0225568977  1.38436459  1.033225718  1.16225693  0.071724517
## Hlil_246      -0.1572599112 -0.91814336  0.209444538  1.18145126 -0.395363006
## Hlil_247      -1.0739492432 -2.06408545 -4.092655101 -3.18119506 -0.025147139
## Hlil_248      -0.7262823609  2.14798184  0.511928490 -0.77682583 -0.476230043
## Hlil_NBG_351  -0.3387118172  2.88493033 -0.347577005 -1.04699121  0.272536698
## Hlil_NC_167   -0.2797742004  0.24835012  0.156796071 -0.01242280 -0.580930602
## Hlil_NC_170    0.0004208582  0.07997604 -0.255964723  0.14308128 -0.529567790
## Hlil_NC_171   -0.2853372083  0.37545338  0.307955008 -0.09182316 -0.529251553
## Hlil_NC_172   -0.2458913084  0.34231649  0.296528303 -0.04254366 -0.377062197
## Hlil_NTBG_260 -0.2343272013 -1.81868083 -0.885438645 -0.99909128 -0.403519792
## Hlil_W_222    -1.1505638226  3.57819243  0.088759999 -0.51051866 -0.030403568
## Hlil_W_223     0.1301888842 -0.21538073 -0.294006350  0.52735374 -0.472502880
## Hlil_WBG_226  -0.0451553458 -0.01791506 -0.884612233 -0.60915960  0.146863944
##                       PC36         PC37        PC38         PC39         PC40
## Hlil_130       0.028509379 -1.275677479 -0.98261593  2.535746497  1.814866134
## Hlil_132      -2.103266071 -0.522361740  2.15025752  0.247565074  1.058341957
## Hlil_137       0.390498943 -0.091921658 -1.79876787  0.743280103  1.730499845
## Hlil_143       0.687559031 -0.543459225 -1.54013616 -0.810480817 -1.628801753
## Hlil_145       0.057495201  1.161997750 -1.57942325  0.486270784  0.565113021
## Hlil_146       0.280624900 -1.012266761 -0.42039521 -0.632781055 -2.346530931
## Hlil_147       0.990726327 -0.884590487  0.71006186  1.746494317  2.071723111
## Hlil_148      -0.579350734 -2.406801704  1.25171531 -3.016038912  0.799809925
## Hlil_150       1.600505172  0.093094602 -0.92777955 -0.185039994 -0.331048660
## Hlil_152      -0.632474023  0.335968225  1.33960582 -0.340516148  0.800024765
## Hlil_153       1.660306149  1.853101407  0.13700040 -1.103244156 -0.401852867
## Hlil_154       3.283984723 -2.909923983  0.91129121  0.687402727  0.325745481
## Hlil_155      -1.697585452 -0.102482951  0.20344833 -0.486751871 -0.329358226
## Hlil_156       0.642765974  0.363714900  1.35914756 -1.519823672 -0.896242603
## Hlil_157      -0.002112449  0.617480034  1.43691705  0.451924963  1.721794000
## Hlil_158       1.440991308  0.300591782  1.69468629 -2.399651929 -1.249630896
## Hlil_159      -2.167689358  0.074708432 -0.79604925 -0.820686288  0.242035627
## Hlil_160      -1.406182813  0.628154617  0.55948797 -0.926172852  1.492355344
## Hlil_161       0.687164328  1.781808772  0.66297451  0.233181597  0.375109702
## Hlil_162       1.656939681  1.919128436  0.09316737  1.107402732 -1.870532453
## Hlil_163       0.162038706 -0.686808598  1.27578414 -0.651696246  1.509257133
## Hlil_164       1.290650643 -3.028345419  0.03911897  0.697624350 -0.004682183
## Hlil_165      -1.342442362  0.086135581 -0.60701321  0.042692404 -1.610631913
## Hlil_166      -0.907478483  1.014359697  1.72745470  0.241836876  0.588912174
## Hlil_168       1.216908435 -1.351243302  1.44969222  0.610442131  0.190119695
## Hlil_169       0.159159007 -1.092212783  1.36362645  0.051176891  0.443143954
## Hlil_173      -0.373067556  0.259290925 -0.05780060  0.675733299 -0.021181332
## Hlil_174      -0.474325322  0.308229781 -0.11100161  0.376671873  0.061551528
## Hlil_175      -0.472027227  0.148358747  0.09606097  0.467199710  0.851083243
## Hlil_176       0.150161676  0.353589145 -0.23751904  0.357102644  0.257976086
## Hlil_177      -1.557965433  0.419027262 -2.11295488  1.488839084  1.003496455
## Hlil_178       0.430955192  0.041083631  0.02304090  0.149038355  0.265554511
## Hlil_179       0.364431025  1.198786119  0.87915609  0.295552775  0.111400287
## Hlil_180       1.506720476 -1.044183880 -0.41507250 -1.404587870 -0.454240815
## Hlil_181      -2.849321114  0.236967123  1.16859872 -0.927964208 -0.799959286
## Hlil_182       0.730718957 -1.768823653 -0.46841579 -0.034532129 -1.845036496
## Hlil_183      -1.415740476  0.492299688 -3.56532823 -3.136231750  0.689527588
## Hlil_184       0.508295688 -0.122886738 -0.38662971 -0.569171943  0.758287823
## Hlil_185      -0.171650008  1.013302030  0.29514653 -1.164075893 -1.052777087
## Hlil_186       0.017952136 -1.038280226 -0.64691416  1.794307460 -0.396967502
## Hlil_188       2.228246811  2.920495274 -0.12894651  1.291724540 -0.154382486
## Hlil_189      -0.470321929 -1.163074734  1.65814068  0.738305981  0.654979054
## Hlil_190      -1.657066920 -0.954683495  0.58567301  0.093898671  0.011512877
## Hlil_191      -1.203302218 -1.739914050  1.28515801 -0.119817737  1.082679571
## Hlil_193       1.389138574  0.527544949 -0.56016134 -0.537881075 -0.212975399
## Hlil_195      -0.945623931 -0.829868008 -0.58732752 -0.792518276  0.127864243
## Hlil_196       0.794938007  1.368072224  2.24145173  1.316818467  1.800535105
## Hlil_197      -3.318443292 -1.251558442  0.24095916 -0.044003850  1.605647550
## Hlil_198      -1.166272891  1.664521583 -0.93965621  1.810017422 -0.686254969
## Hlil_199      -1.430306606  0.093103824 -1.22290763  1.916296322 -0.483702839
## Hlil_200      -2.432539138 -0.375637454 -0.05902350  0.982694303 -1.690803894
## Hlil_201      -0.458108277 -2.507354683  1.50714022  0.190687369 -2.287358499
## Hlil_202       0.172150762 -0.891968544 -0.51969071  0.670561345 -0.103961731
## Hlil_203       0.032772505 -0.827435511  1.33286295  0.740285108 -0.585166110
## Hlil_204       0.439735998  1.479852263 -0.12276979  0.068200897 -0.401714293
## Hlil_205       0.784863926 -2.094839221 -1.02688248 -1.266387322 -2.081524466
## Hlil_207       0.554416751 -0.171503328 -1.58794655  0.682616275  1.244633851
## Hlil_208      -0.472774961 -0.033472556 -1.14712817 -0.751724997 -0.353162627
## Hlil_209      -2.335888766  0.556760392 -0.70039466  1.435156368 -0.233019159
## Hlil_210       0.155184308 -0.822573317  0.87372122 -1.264457626 -0.279068314
## Hlil_211      -0.039358986  0.082505714  2.28652722 -1.625741198  0.830390615
## Hlil_212      -1.067236318  1.014795737 -0.44207746 -0.165509081 -0.248968737
## Hlil_213      -0.447350517  2.051471219  0.34227992  0.049690896 -3.674758069
## Hlil_214       1.322965667  0.447043275  0.05637816  1.181749592  0.007215865
## Hlil_215      -1.371742833  1.931544924  2.07017614  1.194306833 -1.830076099
## Hlil_216      -0.154323454  0.390311694 -0.57921822 -0.477970157 -0.797253514
## Hlil_217       0.228407961  1.505180623 -0.73956299 -0.698232140 -0.859986947
## Hlil_219       0.525753228  0.258069487 -2.02069367 -2.335899891  0.400231459
## Hlil_220       0.344916066 -0.168809133 -1.75177731  0.287528519  0.376149169
## Hlil_221      -0.346840938 -1.081326809 -0.62425962  0.415260332  0.472784549
## Hlil_224      -1.890443478  0.367639476 -1.82787559 -1.934729558 -0.637891333
## Hlil_225       0.562175877  0.689685694 -0.95285696 -1.209576837 -0.282234378
## Hlil_226      -0.024115721 -1.844631899 -1.76790886  0.756819386 -0.730367291
## Hlil_228       0.729105305  0.423776151 -1.42512095 -1.029337801  0.379807093
## Hlil_229       1.041037984 -0.628749383 -0.02023320  0.275288582 -0.762744955
## Hlil_231       2.307821202  0.554315320  1.01828260 -1.721985095 -0.618855997
## Hlil_232       0.968985256 -1.692835546 -1.54988996  0.937423561  1.362016577
## Hlil_233      -0.973125269  0.988177973  0.55289608  1.431082305  0.076513393
## Hlil_235      -1.318830906  0.789771847  0.32397564 -2.657462984  1.775319792
## Hlil_239       1.533396318 -0.443381169  0.49636919 -2.682848084  1.227696424
## Hlil_240       0.617107893 -1.026969981 -0.68564570 -0.199348830  0.365294338
## Hlil_241      -0.006115694  0.604936777  0.12916794  1.552097677 -1.135711834
## Hlil_242       2.023465843  0.502806987 -1.18338670 -0.258776235  1.046604823
## Hlil_243       0.835710368 -1.262055415 -0.79616142  1.976052495  1.156036290
## Hlil_244       0.917159136  0.042252414 -0.74577950  0.800001991  0.551449307
## Hlil_245       0.752158980  1.462444219  2.72058735  0.362759642  0.597472477
## Hlil_246       1.179218355  0.459220028  0.70034860  0.927651778 -1.483029188
## Hlil_247       0.220769847  1.021521878  0.74947640 -0.529916603  1.241050575
## Hlil_248      -1.448902497 -1.404027898  0.55320550 -0.346092468  0.057033238
## Hlil_NBG_351  -0.124088118 -1.049680507  0.01005519  1.706491286 -3.360458402
## Hlil_NC_167    0.053163991  0.238473615 -0.28672326  0.514280460  0.346386812
## Hlil_NC_170   -0.017709462  0.008182961 -0.29013583  0.397111441 -0.021954586
## Hlil_NC_171   -0.053129367  0.522083547  0.05204729  0.320314588  0.007630365
## Hlil_NC_172    0.265367401  0.253599179 -0.11306445  0.538009594  0.329994034
## Hlil_NTBG_260  0.043336244  0.844543679  1.49293103  0.206297194  0.239037881
## Hlil_W_222     0.698847610  2.734310675 -1.59611112 -0.004989127  2.602403747
## Hlil_W_223    -0.382365201  0.051454414 -0.16235855  0.456952464 -0.096820803
## Hlil_WBG_226   0.040625338  0.596972967  0.71024117 -0.927265623 -0.370418543
##                        PC41         PC42        PC43        PC44        PC45
## Hlil_130       0.5337393219 -0.680518567  1.09288275  0.46986182 -0.81007578
## Hlil_132      -0.1297335404  1.284320429  0.16092885 -1.17342935  1.45221285
## Hlil_137       0.2563286586 -1.365713232  0.85350866 -1.45425629 -0.03166613
## Hlil_143      -0.9068143942  0.370710627  0.03861562 -1.96927306  1.27020821
## Hlil_145      -0.1165996567 -0.608225823 -2.42227636 -1.56027568 -1.03783724
## Hlil_146       1.3043033007 -1.133607394  3.02514471  1.35584556 -0.17796440
## Hlil_147      -0.5109324061 -2.429402263  0.82203890 -0.52524700 -1.65245591
## Hlil_148      -0.2798650113  0.120112878  1.54046039  0.48115040 -0.04949876
## Hlil_150       2.1583289739  2.158328836 -0.67445995  0.66079492  0.59549457
## Hlil_152      -0.1139332337  0.372023620 -2.04250811 -1.13206539  1.54823216
## Hlil_153       0.3751717628  1.659152742  0.66214210 -0.48614811 -0.88446289
## Hlil_154       0.9506086319  0.396732371 -0.05545069  1.51882725 -0.23842514
## Hlil_155       1.2319542455 -0.962136716  0.55004713  1.12987311 -1.32892894
## Hlil_156       0.5652353539  0.335622203  1.13004557 -0.43053269  0.09381239
## Hlil_157      -1.3976867854 -0.531717039 -0.40479400 -0.81621971 -2.84094250
## Hlil_158       0.1962153066 -0.514947187  0.67207395 -0.04085833 -0.45839568
## Hlil_159       2.2660632294 -0.552008473 -0.49422683  1.31140470 -0.06749041
## Hlil_160       0.8385836279  0.453467690 -0.23708601  0.29258698  0.13487391
## Hlil_161       1.0578017931 -0.272770815  2.02809228 -2.07679969  0.90915810
## Hlil_162      -3.0246097809  0.121620349  0.64648688 -1.63325025 -0.80879100
## Hlil_163       1.2906273607  0.201042533 -0.64376467  0.48907259  2.15965547
## Hlil_164       0.3366797819 -1.807980882  0.30421635  1.96305174 -1.31799373
## Hlil_165      -2.2876101704  0.213748849  0.80410193  1.50450406 -0.10919329
## Hlil_166       1.5200312599 -1.860243174  0.91228959  1.35727506 -1.02329906
## Hlil_168      -0.8656938170  0.887782637 -1.74772558  0.40326756  1.18937066
## Hlil_169      -0.2444294320  0.624165015 -0.65196390  0.12702396  0.82591821
## Hlil_173      -0.9564155933  1.092271863 -0.42749411  0.29719132  0.64616604
## Hlil_174      -1.1430809440  1.257973930 -0.30624532 -0.09704057  0.77344465
## Hlil_175      -0.5276203038  0.344581053  0.16486241  0.03767264  0.58663810
## Hlil_176      -0.9868873895  0.017641863 -0.37245816  0.25157131  0.05925803
## Hlil_177       1.8527257685 -0.009048246  1.16078788 -1.19066804 -0.13841109
## Hlil_178      -0.9425236174  0.473449836 -0.47393796 -0.16084321  0.25188141
## Hlil_179       0.3589459389  0.194572064 -0.23609878 -1.32843988 -0.51725597
## Hlil_180       2.0225541778  1.257612793 -0.35584175 -0.16288194  0.13035443
## Hlil_181      -0.7502782257 -0.283997999 -0.15750891  0.69510729 -0.45799430
## Hlil_182      -0.5836112531  0.133098479  1.00046871  0.87981786  0.06441323
## Hlil_183      -0.1400457720  0.025819506  1.22980639 -0.26768467 -2.41462999
## Hlil_184      -0.4035390459 -0.356030309  0.69338579 -0.26724352  0.04448592
## Hlil_185      -0.8865856068  0.673946157  0.93255372  0.36438218 -1.04102926
## Hlil_186       0.2217100032 -0.067827236  0.73285378  1.09588652  0.87511623
## Hlil_188       2.0369668614  1.663910720  0.64707727  0.79422530 -0.85427530
## Hlil_189      -1.1877758139  2.405737862  0.78655773 -0.63888477  0.11359988
## Hlil_190       0.4569162998  1.214701398  1.45905125 -2.22593244 -0.32289028
## Hlil_191      -0.5727755706  0.886168593 -0.08907700 -0.81193938 -0.52674097
## Hlil_193       0.4023955478 -0.491105549 -0.48735913 -0.97441597 -0.63105480
## Hlil_195       0.3171206084 -0.335426134 -0.27967311 -0.09654996  0.26089800
## Hlil_196      -1.0113814425  0.220746358  1.33231083  0.62782569 -0.52822178
## Hlil_197       0.3813025229  2.131571141  0.17312364  0.62891657 -0.09879867
## Hlil_198      -0.4521278838 -1.480467256  0.34729740  2.09747227  0.37227517
## Hlil_199       0.7366438598  0.974286081  0.81066213 -2.23188862 -0.45729768
## Hlil_200      -0.5311323186 -1.528323606 -0.19719448  0.38455573  0.45162180
## Hlil_201       0.0443314284  0.122495555 -0.45826831 -2.31592999 -0.46509226
## Hlil_202      -1.0207212200  0.669285577 -1.06481236  0.23246788 -1.22850586
## Hlil_203       0.6555470933 -1.459850537 -0.28009831  1.76759846  2.31724425
## Hlil_204      -0.0305673285 -0.307706729  0.04954302  0.70988565 -2.39899470
## Hlil_205      -0.4487251571  0.652886497 -0.09566610  1.04298810 -1.63071036
## Hlil_207      -1.3997146720 -2.080856573  1.60575083 -1.47188565 -0.08018445
## Hlil_208      -0.0025218906  0.622750000  0.46973862  0.38308612  0.16479530
## Hlil_209      -0.3744812633  0.864312601 -2.24494785 -1.15935427  0.37672473
## Hlil_210       1.6323554905  0.984122777  0.99302981  0.46328197  1.35350071
## Hlil_211      -0.3538010668  0.045007989 -2.58697882  1.80009254 -1.56506714
## Hlil_212       0.3160805865 -1.102631944 -1.32933908  0.91048580 -0.69305796
## Hlil_213      -0.3959142237 -0.903908203 -0.13018235 -1.06556866  2.58762154
## Hlil_214       1.3746646137 -0.926729664 -1.51195349  0.81944138 -0.74011582
## Hlil_215       1.0813470598  1.167359995  2.30449215  0.81073012 -0.69414629
## Hlil_216      -1.9311863524  1.873780707 -2.15650637  1.10754109 -1.00816010
## Hlil_217       0.9861201008 -0.156152168 -3.75751870  1.45735053  0.40485695
## Hlil_219      -0.1532038747  0.084304692  1.22827529 -0.81123583  2.54957990
## Hlil_220       1.0892113091  1.141154564 -2.29203920 -0.97303814 -0.22636757
## Hlil_221      -0.2800915308  0.128114923  0.23774778 -1.96741499  0.55631213
## Hlil_224       1.9535660135  0.810102845  0.21055129  0.26318156  0.31024406
## Hlil_225      -2.0363444920 -1.468784316 -0.63731225  0.87264493  2.70314225
## Hlil_226      -1.5022802946  0.461289588 -0.10086008  0.07989576 -0.73514207
## Hlil_228      -1.2750977081 -0.057508181  0.51539613 -0.31981987 -1.00766494
## Hlil_229      -2.6578388677  0.264876723  1.23792823  1.33453087  1.03949369
## Hlil_231       1.1373676464 -0.001920772 -0.80900739 -2.03327983 -2.62782842
## Hlil_232       0.8881736044 -0.340024024 -0.61489415 -0.68809691  1.43080604
## Hlil_233       1.6762425923 -0.829213328  0.88644589 -0.71725307  0.24659598
## Hlil_235      -2.0787307595 -0.990500260  1.09090460  1.03827787  0.40639587
## Hlil_239      -0.9308868781 -3.304660063 -0.40775747 -1.80683321  1.09216695
## Hlil_240       2.1313634892  0.083211645 -0.47655130  0.03010204  1.24261893
## Hlil_241       0.9561213089 -3.109529866 -0.84095873  1.01730443  1.36806561
## Hlil_242       1.3110429918  0.772921395  0.32723773 -0.18010879  1.20638686
## Hlil_243      -0.8519449817  1.951822204  0.39186636  0.74202501 -0.12401775
## Hlil_244      -0.0002666448  0.344089229  0.57575027  1.74910194 -0.54882123
## Hlil_245       1.0064798795  0.254224532  1.32170642 -0.60624949  0.93219090
## Hlil_246      -0.9360692758 -1.022100966  0.34803972 -0.94758397  0.93200983
## Hlil_247      -0.2676919863  0.524556485 -0.61519056  0.47684388 -1.30057728
## Hlil_248       0.8525260555 -3.631729934 -1.74849785 -1.55467603 -1.33427481
## Hlil_NBG_351   1.4472811569  0.351857697 -0.57605032 -0.62991887 -1.38503174
## Hlil_NC_167   -1.0769112187  0.279615117 -0.34093315  0.22636323  0.20964250
## Hlil_NC_170   -0.7452100455 -0.601527543 -0.10155863  0.54704002  0.26026947
## Hlil_NC_171   -1.2867714141  0.558815534 -0.23266584  0.21657729  0.16927382
## Hlil_NC_172   -1.0231596238  0.422788947 -0.61792484  0.23030004  0.35986503
## Hlil_NTBG_260 -0.0893416537 -0.157587366 -1.52668195 -0.81404172  0.78344439
## Hlil_W_222    -0.2031938087  0.434076321  0.49393407  2.40962157  1.13018022
## Hlil_W_223    -0.3908115196  0.120409911 -0.17461713  0.34303037  0.17323224
## Hlil_WBG_226   0.4883921438 -0.432734186 -0.51529539 -0.48589707 -0.49596781
##                      PC46         PC47         PC48        PC49         PC50
## Hlil_130      -1.02757510  0.858091592 -0.045751523  0.17730517 -0.776479158
## Hlil_132       1.55223648  0.499971616  0.568555474  0.83808063  1.451433289
## Hlil_137       0.47891260 -0.187606431  0.540305640 -2.15261275 -1.233726700
## Hlil_143      -0.32934101 -1.538607935  0.004859095 -0.81089174 -0.518170974
## Hlil_145      -1.13505229  1.700821241  0.369932525  0.02421568  1.354507030
## Hlil_146       1.10023404 -0.528299222 -2.194112884  0.80208919  1.657041015
## Hlil_147       0.60569696 -0.386680844 -0.391807982 -0.19876123 -1.032062139
## Hlil_148      -0.80505923 -0.578167406 -1.230609034 -0.77301795 -1.069705824
## Hlil_150      -0.32045305  2.323639290  0.530456783  0.11906033  0.703412522
## Hlil_152       1.27845982 -0.261941882 -0.096599422 -2.69268008 -1.156847396
## Hlil_153       0.27289256 -0.585063568 -0.637248664  0.23834502  1.523802872
## Hlil_154      -2.67387301 -0.649433623  1.473096832 -1.83222976  0.406837764
## Hlil_155       0.60120652 -1.218279950  1.526903422 -0.86312703 -0.032747000
## Hlil_156       0.19817710 -0.110456620 -0.545360085 -0.15371751 -1.293565561
## Hlil_157       1.16039575 -0.226618300 -0.170637757 -2.38603027  0.736568762
## Hlil_158       0.78182818  0.509069169 -0.339876584  0.06519495 -0.610210860
## Hlil_159       0.07869012 -0.646208233 -0.100379747  0.15585778  1.173914812
## Hlil_160       0.05402119 -1.497445870 -0.254587275 -0.08214844 -1.511649132
## Hlil_161      -0.59926662  0.003598787 -0.232977432  0.85070450 -0.714470782
## Hlil_162       1.53536188 -0.699684209  0.184594790 -1.06741723  0.409760541
## Hlil_163       0.98585550 -0.102386057 -0.770009774  0.09296165 -0.100389008
## Hlil_164       0.21983931 -0.263539412  0.980271564  2.25942454  0.003392767
## Hlil_165       0.13828502 -1.371299724  0.090838516 -1.17938482  1.203080313
## Hlil_166       1.79092195  0.680999258 -0.697615273 -1.43382829 -0.013301359
## Hlil_168      -1.23336060 -0.007586745  1.127262196 -0.76451516  1.269006175
## Hlil_169      -0.87846455 -1.002618299  0.112448107 -1.31336692  0.664116304
## Hlil_173       0.06803259  0.024139096 -0.100272450  0.18163196 -0.336979321
## Hlil_174      -0.17014506 -0.141374661 -0.174784016  0.16492586 -0.825414991
## Hlil_175       0.11280423 -0.436774623  0.154054224  0.31364463 -0.257957572
## Hlil_176      -0.65394256  0.343461669  0.819464384  0.71327905 -0.327205604
## Hlil_177      -1.29508043 -0.716480551  0.007243363  0.20362886  0.196174742
## Hlil_178      -0.40807758 -0.126392983  0.536222200  0.24338042 -0.112684583
## Hlil_179      -0.56971332  1.755858504  1.192844549  0.77074359  0.821673542
## Hlil_180      -1.12628622 -0.622102001 -1.532773859  0.93787181 -1.926970964
## Hlil_181       1.06945750 -0.578026165  0.597572830 -0.37852517  0.317910859
## Hlil_182       0.91076485  4.094797829  1.551683152  0.04434643  0.149634959
## Hlil_183      -1.86607706  0.342024504  2.557145794 -0.71741342 -0.669682047
## Hlil_184       0.87531490  0.604146616  1.865845749 -0.15529946  0.284064127
## Hlil_185      -1.25944117 -1.472064656  0.228497203 -0.44530963  1.843569642
## Hlil_186       0.23097297 -0.788319873  0.887959983 -1.31554055 -1.333736864
## Hlil_188      -1.09665736 -0.585503932 -3.120185136  0.31255521  0.242594999
## Hlil_189       0.61724932  0.331655026 -1.353501082  3.18142955 -0.454798064
## Hlil_190       1.23034438  2.517497411 -0.879118471 -0.32600154  1.327802927
## Hlil_191      -0.71242438  0.385538637  0.955546542  2.18608862 -2.810927907
## Hlil_193      -0.25421093 -0.119410408  0.346901084 -0.55035316 -0.576019266
## Hlil_195      -1.16696887  0.818594857 -0.712348806  0.76551307  1.117079419
## Hlil_196      -1.37021369 -0.476944720 -0.184434919  1.39903192  0.320664578
## Hlil_197      -0.31747043  0.512759887 -0.107361788 -1.46597928  0.125865793
## Hlil_198       0.12705726  0.486041457 -0.466268037  1.01157885 -0.436188792
## Hlil_199       0.88516634  2.449853110  0.072684624  0.58203164 -1.771102450
## Hlil_200       1.00408365  0.224437018 -0.510782563  0.18311966 -1.310388828
## Hlil_201      -1.48746106 -0.589883889 -1.781608101 -0.61695659  0.373137522
## Hlil_202      -0.34614969 -1.361256181 -0.915380616  0.29741747 -0.072538798
## Hlil_203       0.26498192  1.377294002 -1.202713890 -1.28367237  2.088529574
## Hlil_204       0.24479963  2.615712641 -0.442279606 -2.11902953  1.517621799
## Hlil_205       1.85235057 -0.504815793  1.594182078  1.18434341 -0.597373989
## Hlil_207      -0.28685444 -0.250978237 -0.238341123  2.52491151  0.665866189
## Hlil_208       0.50922380  0.141650503 -1.634790140  0.74518593  1.179278473
## Hlil_209      -0.52678660 -1.408420178  0.437630559  1.33166090  0.928460665
## Hlil_210       1.22568378  0.549745419  1.563202396  0.34213468  0.989714705
## Hlil_211       0.90735125  0.756746164  0.172002819  0.25581009 -1.201623115
## Hlil_212       0.53826735 -2.049417403 -1.275216586  0.75778336  0.076105190
## Hlil_213      -1.02625754 -0.713755545  2.918399896 -0.78107595 -0.441605016
## Hlil_214      -0.31495225 -1.500561481  0.468255159 -0.16089375  1.543895536
## Hlil_215      -2.59745750  0.532478173  0.251934431 -0.15360620 -1.149405053
## Hlil_216      -0.17214785 -0.210948376 -1.008088189 -0.74506353 -1.658376971
## Hlil_217       1.24403382  0.515850491 -0.875151824  1.75785109 -0.139765477
## Hlil_219       0.53424370  0.390498641 -2.123395279 -1.36046021 -1.483699378
## Hlil_220       2.01608218  0.189030074 -1.988428921 -0.46435919  0.568717185
## Hlil_221       0.05238510  0.417603208 -0.505804899 -1.23086741  2.553946485
## Hlil_224      -0.42907491 -1.792474507  1.144106235  1.25019770  1.117423949
## Hlil_225      -3.51164667  1.929880304 -2.211170594  0.83418194 -0.591488375
## Hlil_226       0.49003884  0.943132446 -1.422172574 -2.12289759 -2.176901912
## Hlil_228       0.26593566 -0.516625584 -1.027731767  0.69271202  0.664283587
## Hlil_229      -0.07836824 -0.711306422  0.133905722  1.24069846  0.075672778
## Hlil_231       1.14499579  0.213579117  0.826557194  1.13200948 -1.502205961
## Hlil_232      -0.01159683 -0.300888958  0.973684414  0.01195424  1.676849358
## Hlil_233      -0.15199957 -2.283756325 -0.237337030 -0.77756703 -0.314450876
## Hlil_235      -0.50459750  0.413954489  0.092537712 -0.84444376  1.006164906
## Hlil_239      -0.12821283 -0.729498261  0.460971908  0.10440799  0.889463332
## Hlil_240       0.58663671 -0.026268376  1.656486155  0.57849460  0.184087509
## Hlil_241       0.05474762  0.386419291 -0.274985500 -0.68181755 -2.908414280
## Hlil_242       1.30360097 -1.821721003  0.074690960 -1.38033262 -1.276004210
## Hlil_243       1.61816811 -2.285392541 -0.303617740 -0.03818804  0.225916545
## Hlil_244      -0.99647637  1.542638542 -1.524881518 -1.17404835  0.943455169
## Hlil_245      -0.44512550 -0.362721216  0.918354340  0.24670898 -0.674574338
## Hlil_246       3.39748744 -0.552410514  0.266735137  1.36103405  1.270138912
## Hlil_247      -1.18014201 -0.861567318  0.494531383  0.33011015  0.531837099
## Hlil_248      -1.20090258  0.194057059 -1.219470089  1.57319585  0.231227788
## Hlil_NBG_351  -1.03219018  0.021942158  1.420778989 -0.71100311 -0.089646826
## Hlil_NC_167   -0.83865706  0.109727213  0.627781650  0.63247880  0.045690762
## Hlil_NC_170   -0.05049717 -0.022402085  0.073437683  0.29178714 -0.120589931
## Hlil_NC_171   -0.53065065  0.088708304  0.647758800  0.43328383 -0.127205262
## Hlil_NC_172   -0.84599916 -0.013212662  0.466195836  0.42417603  0.133252042
## Hlil_NTBG_260 -1.21398708  1.050867472  0.603088552 -0.56804850  0.326545768
## Hlil_W_222     1.84431900  1.410630392  2.341070823  0.73217774 -0.736332939
## Hlil_W_223     1.33776891 -0.055682387 -0.216259608  0.23956533 -0.404914705
## Hlil_WBG_226  -0.22001932  1.592141472 -0.633241295  0.14816932 -0.230692018
##                      PC51         PC52         PC53        PC54        PC55
## Hlil_130      -0.74233891 -0.513620218  0.286232424  0.45796026  1.46930491
## Hlil_132       0.45483264 -0.302568821 -0.778553801  0.33548477  0.69984742
## Hlil_137       1.69990442  0.496567395  1.352390839  0.49453191  1.41681488
## Hlil_143      -1.80738650  1.121975801 -0.395136852 -1.48305438 -1.08922212
## Hlil_145       0.51756984  1.466494097 -1.735170919  0.67555014 -0.71055461
## Hlil_146      -0.39929491  1.362192709 -1.812551619 -0.18385331 -0.51929646
## Hlil_147      -0.95444525 -0.084884506 -0.927143727  2.13321952 -0.66600419
## Hlil_148       0.40820932 -0.068890184 -0.007899305 -0.05565916 -0.55137923
## Hlil_150       0.52142208 -1.840533727 -0.305744592  2.70557541  2.40891978
## Hlil_152      -1.42913944 -0.721315324 -0.649286086 -1.92763196  1.30375605
## Hlil_153       0.51028258  0.559131059  0.593883354  2.58991665 -0.02869199
## Hlil_154       0.13605103 -0.008650810 -0.072065030  0.93969981 -1.21681813
## Hlil_155       0.31760568 -2.478494168  0.272706037 -0.32853070 -2.05198909
## Hlil_156      -1.42411917 -0.329233783  0.398680104 -0.59837915  0.29192324
## Hlil_157       0.36941248 -0.430719185 -1.418313854  0.79075843  0.22271233
## Hlil_158      -0.30349109  0.749812844  0.474081270  1.18226048 -0.65549311
## Hlil_159       0.34280425  0.607453565 -2.791031347  0.31932538 -1.40867236
## Hlil_160      -1.70307486 -2.141019923 -0.009111352 -1.06527051  0.99826590
## Hlil_161      -0.05940838 -0.813948278  0.540396429  0.79492579 -0.94162588
## Hlil_162       0.20434911 -1.728223419  1.909202854  0.02853222 -1.42273156
## Hlil_163      -0.82737596  1.774000315 -0.535323942 -0.30540244  2.18010194
## Hlil_164       2.02144995  0.225093649  0.093872143 -0.63407688 -0.60985393
## Hlil_165       0.17585265 -0.824650989 -0.146395975 -0.15726597 -0.13368712
## Hlil_166      -1.99358351  1.768388448 -1.455720307  0.25427690  0.43029729
## Hlil_168      -1.69948431 -0.265037908 -0.308133065  0.75062476 -0.68789887
## Hlil_169      -0.67684069 -0.329408330  0.044772017  0.77243357 -1.02475080
## Hlil_173       0.90936573  0.823361904 -0.071926166 -0.26610260 -0.06746125
## Hlil_174       1.05580818  0.737097030 -0.235614762 -0.56984612 -0.30722021
## Hlil_175       1.00328323  0.663341404  0.205434278 -0.22616058 -0.63511291
## Hlil_176       0.75651196  0.005533321  0.034760165 -0.59152103  0.09858400
## Hlil_177      -0.98109074  1.744204768  0.596943188  0.30613034 -0.97123313
## Hlil_178      -0.22920643 -0.230641790  0.038403859 -0.62781914 -0.12042953
## Hlil_179       0.65023910  1.792849430 -0.222312407 -0.87914621 -0.25222866
## Hlil_180       1.14971895 -0.328018918  0.265823870 -1.33199537 -0.43005073
## Hlil_181       0.85845054  0.648050923  0.569719005 -0.33061442  0.36054722
## Hlil_182      -1.88421627 -0.531474423  1.917600623 -0.10610283  0.74927167
## Hlil_183      -0.13117250 -1.974613376 -0.430464195 -0.32804939 -0.27727077
## Hlil_184      -0.73496730  0.795473224 -0.650878608 -0.18564450  0.88403125
## Hlil_185       0.57559868  0.768697014  0.916169407 -1.31677135  0.94229450
## Hlil_186       0.71410426  1.318005148 -0.092676471 -1.20824242  0.10687156
## Hlil_188      -0.66174737 -1.345517569 -0.466849883  0.69461563  2.02486975
## Hlil_189       1.44297297  0.177710716  2.005255773 -0.06782480 -1.25798291
## Hlil_190       0.23959953 -1.314648266 -2.049934715 -0.73555443 -1.57147939
## Hlil_191       0.29953354 -0.245837759 -0.069176125  0.81706397  1.47657564
## Hlil_193      -0.15955787 -0.257988797  0.262319818 -0.20673723 -2.02166952
## Hlil_195      -0.05105933 -0.574568043  0.532221555 -0.59460914  0.32281588
## Hlil_196      -1.25535296  0.737504848 -0.886556775 -0.22611593 -0.84384439
## Hlil_197       0.40929510 -0.592451302  1.149745581 -0.34594642  0.66196303
## Hlil_198      -2.15706811 -0.552961478 -0.553768787  0.30699218  0.41944100
## Hlil_199      -1.43003009  0.910497035  0.052869866 -1.17983747 -0.52768733
## Hlil_200       1.61433827  0.559259240 -0.023441070  1.81670085  0.36551828
## Hlil_201       0.45543166 -0.831086147 -1.148770167 -0.25206781  0.75592134
## Hlil_202      -0.41900691  2.085849817  0.054100298 -1.44197146 -2.13088734
## Hlil_203       1.34708258 -0.914962809  1.233080315 -0.19945284 -1.46337405
## Hlil_204      -0.23965615 -0.231911131  1.620229181 -1.63430304 -0.27504239
## Hlil_205      -1.19044185  0.486880681 -1.421636279  1.72508326  2.13600846
## Hlil_207       1.92420622 -1.431619392 -1.292712286 -1.51371380 -0.19804536
## Hlil_208       0.10381948 -0.307709165 -0.044268926 -1.29304752  1.39255730
## Hlil_209      -0.95128757 -2.310395554 -1.501463512  2.83119003 -0.74618263
## Hlil_210      -1.67185038  0.449451824  0.313177331 -0.22021720 -2.15969806
## Hlil_211       2.07762024 -0.000577033 -0.506408701 -0.65713937  0.14610307
## Hlil_212       0.34734425  1.995596700  1.940605090 -0.37737186  1.03803905
## Hlil_213       1.35601746  1.827115231  0.069684978  0.87834181  1.24838632
## Hlil_214      -0.47642172 -1.016899015  1.707677134 -2.70671515  1.55728018
## Hlil_215       0.26610965  0.300131542  1.739052368  0.42948436  0.08875433
## Hlil_216      -1.67381742  1.916620009 -0.316650953  1.83889591 -0.20666147
## Hlil_217       0.02006822 -2.037900308  0.233593082  0.43336133 -2.37784374
## Hlil_219      -0.06721634  0.475968729 -0.213712503  1.03941526 -1.78585226
## Hlil_220       0.23808570  0.592837713  1.412971395 -1.14580602 -0.58721499
## Hlil_221       0.32689708 -0.313907396 -0.399416016  0.34310843  1.76656874
## Hlil_224       0.37921380 -0.520456079  1.325818315  0.33056960  1.25741692
## Hlil_225      -0.50193497 -0.409625194 -0.969507115 -0.74829712  1.04169639
## Hlil_226       1.07303758 -0.676395512  1.489326502  1.57214124  0.11339528
## Hlil_228      -0.25065156  1.055382720 -2.080985059 -0.05938547  0.57181283
## Hlil_229      -1.94685768 -0.336568059 -0.398643345  0.24569150  0.22912081
## Hlil_231       0.88794706  0.648647867 -0.524685429 -1.38930532  1.58561064
## Hlil_232      -0.95168554  1.668721910  0.420526911 -1.31009391  0.96953794
## Hlil_233       1.46240259  1.168023127  0.796555029  1.82422280 -0.02363893
## Hlil_235      -0.04602875 -0.320083676  0.193673584  0.02659297  0.76492186
## Hlil_239      -0.03514712 -0.224856995  1.190376052  1.61693581  0.37349742
## Hlil_240       1.68751559  0.411191915  0.144309614  1.34426531 -1.06510807
## Hlil_241       0.86370899 -1.656614509 -1.993480292 -1.07050394  0.29809489
## Hlil_242       0.40702107 -1.653948053 -0.541757740 -0.26709342 -0.39622821
## Hlil_243      -1.11441515 -0.398285322  0.718634597  0.43308327  0.51690946
## Hlil_244       2.62893333  0.447270232 -0.124687876  0.87526004  0.60065446
## Hlil_245      -0.38863168 -1.356665203 -0.276681164 -1.05254942 -0.07420254
## Hlil_246       0.71030048 -1.610883406  0.149682450  0.26799741  1.25408767
## Hlil_247       0.14911911  0.076686444 -1.014049180  0.09947352 -0.35162670
## Hlil_248      -3.19320365 -0.258863840  3.881991960  1.16453092 -0.16547379
## Hlil_NBG_351  -0.96843164 -0.310258358 -1.725220069 -0.98934335 -0.34946270
## Hlil_NC_167    0.49004821 -0.110003241  0.068587210 -0.61410565 -0.03496665
## Hlil_NC_170    0.19456537 -0.424848686 -0.545145751 -0.89449132 -0.27548689
## Hlil_NC_171    0.34640965 -0.311313930  0.054579997 -0.76977902 -0.27109470
## Hlil_NC_172    0.59763540 -0.111063572  0.102329269 -0.66243244 -0.03939291
## Hlil_NTBG_260  0.37596511  1.342051480 -0.148474140  0.40771526  0.08046627
## Hlil_W_222    -0.74197007  0.880429320  0.915249339  0.23042341 -1.18733203
## Hlil_W_223     0.24174998  0.436287043  0.081937765 -0.40967915  0.21520231
## Hlil_WBG_226   0.20728617  0.839782686 -0.081695989  0.61826902 -0.66961487
##                       PC56        PC57         PC58         PC59        PC60
## Hlil_130      -1.459549405  0.11136055  0.755229981 -1.707990089 -1.17140948
## Hlil_132      -1.373271556 -1.72888123 -0.067847159  1.077273090 -1.23887163
## Hlil_137       0.479013997  0.34248801 -0.589837459 -0.240251309 -0.50098092
## Hlil_143       1.220673614  0.37225034  1.190366854 -1.700790419  1.90014018
## Hlil_145       1.115454321  0.71976805  0.730977763  1.087768352  0.47156173
## Hlil_146      -1.333409031  1.83929758 -0.114983248  0.259811531 -0.61269336
## Hlil_147      -1.039840477 -0.15757090 -2.098546633 -0.045342367  1.35207923
## Hlil_148       1.105150327  0.64610201  0.820915438 -0.787830091  1.04349675
## Hlil_150       0.610028230 -0.37348233  0.525408219 -1.419477898  0.55882231
## Hlil_152      -0.691318188  0.22780052  0.993904367  0.128341010  1.25299242
## Hlil_153      -1.375822461 -1.69963480 -0.094377414 -1.530449376 -1.20384254
## Hlil_154      -0.244028297  1.17033166 -0.995550165 -0.756053547 -0.46411615
## Hlil_155       0.801499549 -0.97329205  0.164880192 -0.602929382  0.04291964
## Hlil_156       1.265359781 -0.32190130 -0.135037077  0.826196303 -1.22175352
## Hlil_157      -0.513652813 -1.51041320  0.413241776 -0.271555564  1.37687497
## Hlil_158      -0.484639500  0.96047677 -1.062235948  0.175746087  0.18040016
## Hlil_159      -0.018254723 -2.16045338  1.234295476  0.351482534 -0.47228570
## Hlil_160       1.979623894 -2.07216224  0.262120931 -0.401859681 -0.44326860
## Hlil_161       1.241988367 -1.73309545  0.965685477 -1.108309260 -0.67208017
## Hlil_162       0.521722799  0.77529188  0.575158606  2.111945443  0.25547821
## Hlil_163       0.751848223 -0.16196250 -0.665199176  1.075176478 -0.41746119
## Hlil_164       0.589871419 -1.39118129 -0.508539539  0.564450105 -0.34906618
## Hlil_165       1.597863953  0.46027304 -0.014656535  1.110469485 -1.69706910
## Hlil_166       1.548631758  0.22128441  0.951807992 -0.325868741  1.11911753
## Hlil_168      -0.263825141 -0.70096367  1.838642961 -0.970932901  0.35892496
## Hlil_169       0.162296569 -1.51028268  0.977251408  0.020846529  1.22395934
## Hlil_173       0.253091337  0.42512801 -0.329203635  0.374363049  0.18100488
## Hlil_174       0.425843945  0.48693150 -0.287972723  0.304325989  0.20583501
## Hlil_175       0.261783029 -0.43224260  0.797356144  0.354006077 -0.03656533
## Hlil_176      -0.328682910 -0.11795108 -0.764712261  0.829835017 -0.12722020
## Hlil_177      -1.824033403  1.71997886  2.006293072 -0.355935841  1.06389824
## Hlil_178       0.202060497 -0.07854510 -0.422594764  0.483422889 -0.25561762
## Hlil_179       0.118546384 -0.76890543 -0.497477793 -1.295484302 -1.19442294
## Hlil_180       0.185465858  0.29691708 -0.512900455  0.008207995  0.40532225
## Hlil_181       0.187310433 -2.23289888 -2.316470395 -1.247051006  1.08758694
## Hlil_182       0.270952263 -0.75270820  0.155109163 -0.063207276  0.95115367
## Hlil_183      -0.198147718  0.25078230 -0.687432795 -0.412238129 -0.07893932
## Hlil_184      -1.901200374  0.27765793  2.292826904  1.601566358 -1.09828289
## Hlil_185       0.938995111 -0.14946137  0.189628494 -0.312062290 -2.14420524
## Hlil_186      -0.151900814  0.42126892 -3.151525260  0.296531023 -0.17438683
## Hlil_188       1.860749100 -0.06638558  0.128669468  1.183347667 -0.32951482
## Hlil_189       1.617937984  0.83506517  1.351942854 -2.272015996  0.65209795
## Hlil_190      -0.981984244  0.72625741 -0.352646817  0.413744451 -0.69706542
## Hlil_191      -0.490464115  1.15221128 -0.307409588  0.474844444  1.23527488
## Hlil_193      -0.625283292  1.22726805  0.365613004 -1.447436495  0.98530520
## Hlil_195      -0.700936973  0.35387625 -1.281838897 -1.039203768  0.73920452
## Hlil_196       0.912081478  0.88408427 -0.310462833  0.003752126 -1.42379393
## Hlil_197       0.390706019  2.47310446  0.001262304 -0.284435206  0.06463522
## Hlil_198      -0.273461670  1.44035178  0.307223939  0.390670505 -0.82335978
## Hlil_199      -1.398006799 -0.37413220 -0.279068302  1.250020229 -0.41783655
## Hlil_200       1.171931939  1.41338345  2.056106830 -2.107494915 -0.62716908
## Hlil_201      -0.582203774 -0.04101311 -0.052898794  1.459124356  0.03564966
## Hlil_202       0.359949227 -0.89661817 -0.018894724 -0.520634609 -1.22079997
## Hlil_203      -1.502137405 -1.14151548  0.727506569 -0.759835561  0.26784708
## Hlil_204       0.986902017  0.94393348 -1.279534189  0.228780655  1.25036602
## Hlil_205       0.818991037 -0.44724699  0.703502757  0.531704671  0.26413640
## Hlil_207      -0.770932177 -2.25411231  1.143643973 -0.065191161  1.13761910
## Hlil_208       0.205906773 -0.35409317  0.572775832  0.041433375  0.01132287
## Hlil_209       1.884263662  1.62570524 -1.892393208  0.117558095  1.12589274
## Hlil_210       0.930348384  0.39259368 -1.892062587 -0.170202577  0.32276097
## Hlil_211      -0.974465146  3.21362863  1.856023692  0.114072605 -1.88484862
## Hlil_212      -0.844725008 -0.26503401  0.931256802  0.053441182  1.95922295
## Hlil_213      -0.575948656  0.18560224 -0.147601425 -0.107725430 -0.03090210
## Hlil_214      -1.438393571  1.09348649  0.980984831 -0.799869086  0.14972318
## Hlil_215      -1.264699621 -1.64088268  1.238214836  1.170534503  0.56793341
## Hlil_216      -2.583619274 -1.76049372 -1.626854182 -0.427791044 -1.02868233
## Hlil_217      -0.644255612  0.67025014  0.224550274  0.623951291 -0.58206042
## Hlil_219       0.245723588  0.02533802 -0.446923782  0.780565990 -0.39125616
## Hlil_220      -0.893492656 -1.20968730 -1.436101646 -1.041205225 -0.44520679
## Hlil_221       0.633222185  0.50401029 -1.013708000 -2.414232180 -1.99672592
## Hlil_224      -2.113745519  0.26991108 -0.931395582 -0.182160231  0.95818962
## Hlil_225      -0.581870127 -0.27263769 -0.505755978 -0.410754157  0.03600976
## Hlil_226       0.571056199 -0.89847310  1.688061202  0.602359154 -2.07675503
## Hlil_228       0.269537485  1.14997146 -0.926995885 -0.909468560 -0.32881224
## Hlil_229      -0.869653323 -0.34065419  0.677511512 -0.393683341  2.65063295
## Hlil_231       0.862219364 -0.80761534 -0.095083081 -0.403110559  0.67534753
## Hlil_232       2.803831850 -0.21782726  0.796214357  1.660168059  0.04614276
## Hlil_233       0.939164243  0.74551120 -0.450729286  0.008494929  0.26282970
## Hlil_235      -0.465020935  0.01609621  0.336858991  1.323618525  0.16500304
## Hlil_239      -0.645076747  0.55385416  0.425441051 -0.450860350 -1.90384492
## Hlil_240       0.688512538 -0.32910616  0.333919123  3.426143877 -0.25192120
## Hlil_241       0.490286844 -1.07263978 -1.242934714 -1.579585675 -0.91055305
## Hlil_242      -1.674206277  0.36259377  1.114147435  1.145339886  0.59832133
## Hlil_243      -1.323686104 -0.24673395 -0.493214193  0.033079142 -1.00966819
## Hlil_244       0.647999026 -0.09315713 -0.943822352  1.746441562  2.90526638
## Hlil_245      -1.685173558  1.36943235 -1.609427082  0.359404698 -0.72527302
## Hlil_246      -0.007844176  1.36734706 -0.720115373 -0.617497580  1.05516139
## Hlil_247      -0.556083255  0.19162075  0.150982484  0.408917210  0.41694328
## Hlil_248       0.646720033 -0.32671050 -0.874349972  1.817315874 -0.95162896
## Hlil_NBG_351   0.226282582 -0.01650335  1.141326717 -0.743451236 -0.88531951
## Hlil_NC_167    0.002661188 -0.08952757 -0.257618186  0.458773133 -0.25999928
## Hlil_NC_170    0.571322275 -0.06328583  0.060391330  0.438476812  0.05199166
## Hlil_NC_171    0.448564998 -0.32679404 -0.567255457  0.688731746 -0.48569169
## Hlil_NC_172    0.120329395 -0.35767162 -0.409750430  0.779022566 -0.10767185
## Hlil_NTBG_260  0.449344868  0.05264346 -0.427239484 -0.391469787  0.82371225
## Hlil_W_222     1.187581085 -0.09535924  0.235418895 -1.635041208 -0.46426826
## Hlil_W_223    -0.810838644 -0.04336882 -0.196177720 -0.220403428  0.67665572
## Hlil_WBG_226  -0.299417554  0.11274870  0.916711903  0.174780172  0.71240006
##                       PC61        PC62          PC63         PC64         PC65
## Hlil_130       0.407428858 -0.38729170  0.5296585279 -0.116689947  0.591203753
## Hlil_132      -0.805700413 -0.31083083 -1.1502470560 -1.632962109 -0.229198159
## Hlil_137      -1.227420229  1.16509860 -0.1567362076  0.638114923 -0.360707983
## Hlil_143      -0.868214187 -1.14458621 -0.8340253001 -0.226995463  1.310315523
## Hlil_145       0.333504394  0.46100928  0.1053115303 -1.185843652 -0.692826713
## Hlil_146       2.054734427  1.52224448  0.4488828582  1.020088276 -0.728569897
## Hlil_147      -0.466562362  0.22077856 -0.2109022436 -2.102112601  0.379226135
## Hlil_148       0.380099557 -0.71496091 -0.7273374296  0.027826525 -0.849955491
## Hlil_150       0.265020866  0.03583513  0.6910949221  1.438525187 -0.611454662
## Hlil_152       1.777265491  0.49377972 -0.9280778350  1.022425469  0.957389938
## Hlil_153      -2.173298673 -0.54282345 -1.8399913780 -1.027434705 -1.586403448
## Hlil_154      -0.493920724 -0.48847754 -0.2277939793 -0.527735578  0.082546254
## Hlil_155      -0.549025018 -1.54991361  0.0498777652 -2.524931666 -0.924775235
## Hlil_156       0.082609407  0.78324420  0.3167952710 -0.021316991 -0.689586779
## Hlil_157       1.571148446 -0.60025466  1.0560851566  2.166833570  0.032590859
## Hlil_158      -0.313415850 -0.75333586 -0.3405817241 -0.866225797 -0.705989187
## Hlil_159       1.073580871  0.44674757 -1.2031183855 -0.331818588  0.462874323
## Hlil_160      -1.583501527  1.63098841  0.6225084382  1.594477889 -0.342424921
## Hlil_161       0.876516295  1.18221238  0.4743581093  0.194538134 -0.639146112
## Hlil_162       0.242065896  0.47470780 -0.4402308365  0.660128205 -1.538530468
## Hlil_163       0.604667258 -0.58609954  0.4205887842 -0.873653430 -0.320697800
## Hlil_164      -0.454386493  0.31749273  0.3797997498  0.451848837 -0.556765494
## Hlil_165      -0.093268225 -0.25712769 -1.2920032406  1.248752070  0.272878721
## Hlil_166      -1.964769265 -0.17245866  0.5243746439  0.262231544 -0.720053539
## Hlil_168       1.423577941  0.46250404 -0.5480585368 -0.896054996  0.514265256
## Hlil_169       0.623323233  1.01845397 -0.3305350352 -0.543624932  0.662529010
## Hlil_173       0.019482626 -1.09014847  0.6164445947  0.752753474 -0.179693240
## Hlil_174      -0.004231400 -0.73690757  0.4693417300  0.419888413 -0.427679916
## Hlil_175      -0.507242776 -1.24698510  0.6648739268  1.042746742 -0.546956434
## Hlil_176       0.010866872  0.67215611  1.2371540391 -0.219476414  0.741356849
## Hlil_177       0.563602490 -1.68354693  0.1881699805  1.040618968 -1.720987802
## Hlil_178      -0.086777222  0.06129912  1.4218182873  0.586640153  0.053133341
## Hlil_179       0.067238699  0.54272953 -1.4101228480  1.117346217 -0.349864850
## Hlil_180      -0.013077465  0.37724813 -0.0374864801  0.120763758  0.374805424
## Hlil_181       1.206479310 -0.90896912  0.5608360276 -0.458232608  0.762893933
## Hlil_182      -1.252602388  0.44555366 -0.6823719952 -1.116714826  0.838300970
## Hlil_183       0.208883938  0.62503634 -1.1140195601  0.410346623  0.631801958
## Hlil_184      -0.920356730 -0.10710712  2.0961797038 -0.182805734  1.367496929
## Hlil_185       0.930634637 -1.21131224  1.1137879853 -0.817186337 -0.498481170
## Hlil_186      -0.767460997  0.97169912 -1.1930574034  0.242980371  0.158970275
## Hlil_188      -0.191597178  0.18736322 -0.4183388192 -0.931791437  1.018199128
## Hlil_189       0.755756506 -0.18445628 -0.8888546573 -0.342544244  1.543863340
## Hlil_190      -1.615385041  1.12603232 -1.9239865033  0.785826928  0.931298537
## Hlil_191       0.926326991 -1.74547873 -1.5370216470  1.887135270 -1.684447808
## Hlil_193       0.463657817  1.23048731  1.3036447272  0.164124399  0.564130975
## Hlil_195       0.580489382  0.25218581  3.1125076959  0.555006518 -0.656019260
## Hlil_196      -0.609837818 -0.76464350 -1.0445096380  1.573430330  0.198720784
## Hlil_197      -0.579083627  3.71479027  0.2315962684 -1.699157937 -1.274043246
## Hlil_198       0.438147981  0.31278767  0.9142212477 -0.791561410  0.102152173
## Hlil_199       0.598252988 -0.75929166 -0.6026817084 -0.783743276 -0.671111540
## Hlil_200      -1.565338567 -0.80124396  1.4043381559 -1.282760462  0.006478396
## Hlil_201      -0.467440760 -0.28715304  0.5506086241 -0.329917486 -0.374228416
## Hlil_202      -1.371369585 -0.25137820 -0.2062516785 -1.382640775 -0.092234522
## Hlil_203      -1.247267924 -0.91374189  0.4374677210  2.151411707 -0.007691462
## Hlil_204       1.577508389 -1.43695407 -0.6697277624 -0.756287918 -1.572832725
## Hlil_205       0.846932322 -0.26180837  0.0523770798 -0.130783028  0.867411881
## Hlil_207       0.055621889  0.35029106  0.2016015354 -0.693246633 -0.454343780
## Hlil_208      -1.023952782 -0.55032838  1.0219387389  0.567385382 -0.435145866
## Hlil_209      -1.034494587 -0.54518740  0.0005205103 -0.708551787  0.029456500
## Hlil_210       1.237828814 -0.83474436  1.5104119959  1.310450240  0.055106873
## Hlil_211      -0.434261674  0.29903912 -0.1897410609 -0.983963855  0.784723665
## Hlil_212      -0.254706074  2.15382330 -2.5362865280  0.658407275 -0.846495414
## Hlil_213      -1.760681071 -0.18958991 -0.1158027239  0.778382094  0.077905520
## Hlil_214       0.074409305 -0.58012700 -1.5688711215  0.015359059  1.007543715
## Hlil_215       1.291538672  0.48965922  0.4814345635 -0.956167041  2.479720438
## Hlil_216       0.206768881  0.62366172  0.8416211270  0.357576893 -1.232558300
## Hlil_217      -0.701931337  0.17467444 -0.1302357960  1.499323711 -0.984555996
## Hlil_219       0.624819279  0.49834335  0.6853695112 -0.678318528  0.461775657
## Hlil_220      -0.203060923  0.55763615  0.7805042142 -1.272890163  1.384648982
## Hlil_221      -0.243772347 -0.96840855  0.2263913557  1.408662123 -0.123709855
## Hlil_224       0.008020414 -0.70459183 -0.3074131754 -0.562408598  0.205509070
## Hlil_225       1.192842853 -1.05855759 -1.8421261017 -1.441376956 -1.349620970
## Hlil_226       1.344627020 -1.01930478 -0.2662337639  0.419340199 -0.181386039
## Hlil_228      -0.279217702 -0.50128581 -0.9014405958  1.009951386  4.287405615
## Hlil_229      -2.126436730  1.91429763  0.1018892280  0.704844707 -1.036457338
## Hlil_231      -0.952030006 -0.10997080  0.5506036686  0.012157928 -0.865982647
## Hlil_232      -0.044427395 -0.37589105  0.1883282114 -1.589604430 -1.930078204
## Hlil_233       1.303646497  0.78330503  0.4992330053  0.080215408  0.790135092
## Hlil_235      -0.531131767 -1.18482877 -0.9185394507 -0.511661033  0.407239042
## Hlil_239       0.808040226  2.55779063 -0.2887917480 -0.300922980 -0.438806564
## Hlil_240       1.365206751  0.20402170 -1.7824842396  1.011101333  0.635510322
## Hlil_241       1.108890572 -0.69277447 -1.2380160759  0.005132675 -0.273296012
## Hlil_242      -1.665927404 -2.88004844  0.7860388187 -0.763108810  0.758134616
## Hlil_243       0.930114964 -0.22559767 -0.8127822296  0.269069176 -0.764175694
## Hlil_244      -1.424134136  0.51667023 -0.3851848078  0.575598800  0.868700626
## Hlil_245      -1.101176670 -0.10552746  0.3564168817 -0.429224241 -0.473162944
## Hlil_246       2.682275795  0.04760717 -0.1392836237 -1.619466481  0.380439883
## Hlil_247       1.384452092 -0.30805158  1.1301311525 -0.065858744 -1.383877246
## Hlil_248      -0.910269250 -1.18342125 -0.1221093796  1.532161964  1.907130310
## Hlil_NBG_351   0.221494454  1.35241004 -0.6190877561  0.454559466 -0.622714192
## Hlil_NC_167    0.240859517  0.79439813  1.3906638966 -0.175563532  0.794382253
## Hlil_NC_170   -0.864163440  0.46074329  0.8650056642  0.137338202 -0.071536278
## Hlil_NC_171    0.116092710  0.62657178  1.3152360105  0.066663528  0.562874191
## Hlil_NC_172    0.232422212  0.67680133  1.2677363201  0.004956608  0.667665223
## Hlil_NTBG_260  0.019919880  0.01250235 -0.2770368063 -0.361937147  0.768065125
## Hlil_W_222     0.571393001  0.03067780 -0.8918226822  0.265466548  0.347090684
## Hlil_W_223     0.092448634  0.47994298  0.1443652309  0.657893776 -0.529963050
## Hlil_WBG_226  -0.275210579 -0.42180993  0.9512143633 -0.161533671  0.463226600
##                       PC66         PC67          PC68         PC69         PC70
## Hlil_130       0.792871750  0.177494931 -0.0003941793  0.462180952  0.487153969
## Hlil_132       1.208977318  0.151186101 -0.7192951788 -0.003931339  0.673121533
## Hlil_137       0.124049277  0.568839523  0.8611518526 -1.321078057 -0.968566154
## Hlil_143      -1.698028593  0.380270895 -1.5991718021 -0.046599433  1.530288515
## Hlil_145      -0.189479666  1.678254635 -0.1111274425 -0.696942914  0.503181898
## Hlil_146      -1.444427312  0.533435503  0.7581572972  1.406680336 -2.245813211
## Hlil_147      -0.227692262  0.507329871 -1.5018746184 -0.338463410  0.419283546
## Hlil_148       0.180774028 -0.775566839  0.2381476407  0.519222673  1.058668020
## Hlil_150      -0.309411476 -1.218084922  0.3416721770  0.239202076 -0.454161315
## Hlil_152      -0.208054582 -1.128410812 -0.0523124108  1.009460486 -0.633065711
## Hlil_153      -1.457123978 -0.149810312 -0.2922901102  0.645619312 -0.154729468
## Hlil_154       1.219266727 -1.621767556 -0.3737246997 -0.982551090  1.110734535
## Hlil_155      -0.610828349  0.643854957  1.8369504457 -1.608955313  0.437252146
## Hlil_156       0.504148206  0.029868791 -1.0346919327  0.604677103 -0.191865008
## Hlil_157      -0.202872077 -0.232189045  0.3048983454  1.281785775  0.141041365
## Hlil_158       1.937759368  0.392541968 -0.0706403012 -0.160222950 -1.702972500
## Hlil_159       0.589710878 -0.892817004  0.5852102347 -0.546759041  0.104683535
## Hlil_160       0.662375150  1.184085919 -0.6422016909 -0.352857135 -1.201260986
## Hlil_161      -1.614789050  0.916478278  0.2660093230 -0.813505483  0.236211957
## Hlil_162      -0.442852810 -1.404474309 -0.8595907248  0.054302791 -0.838500523
## Hlil_163       0.439622883  0.638572719  1.1175805204 -0.375348370  0.697657539
## Hlil_164      -1.125233683 -1.401973316  0.4149217043 -0.252889033 -0.834777719
## Hlil_165      -0.628981083  0.229853220  1.0200883748  0.162898303  0.132338216
## Hlil_166      -1.097695542 -1.590237179 -0.0184200488 -0.134831943 -0.735042105
## Hlil_168       0.507472570  1.098783194  0.8091461886 -0.977357195 -2.025377388
## Hlil_169       1.136829321  1.906510875 -0.6813421198  0.404447425 -1.163851928
## Hlil_173      -0.589730699  0.073768647 -0.3867842700  0.041970241 -0.630283926
## Hlil_174      -0.664392886  0.043095230 -0.2457198884  0.276809783 -0.868238035
## Hlil_175       0.164246209  0.219707410  0.3060086103  0.974441806 -0.281867527
## Hlil_176       0.702109885 -0.271963514  0.8186728708 -0.398740440  0.457460289
## Hlil_177       1.741797013  0.304930372  0.7428919575 -0.342213370 -1.602331111
## Hlil_178      -0.380923633  0.558943822  0.2204384140  0.251318393 -0.063349740
## Hlil_179       0.144838267  1.390166556 -0.2354772295 -0.089592081 -0.722041064
## Hlil_180      -0.183344640 -0.931449146 -0.5465954611  1.006633252  1.580100079
## Hlil_181      -0.891721469  0.129058039 -1.1392102137  0.675848025  0.898123460
## Hlil_182      -0.164762877  0.245707102 -0.6330610850 -0.293374166 -0.285436353
## Hlil_183       0.568985118 -1.151261984 -0.2180615684  1.356293988 -0.001627603
## Hlil_184       0.050330794 -1.566843849  0.2175467940  0.803117318  0.817569761
## Hlil_185       1.404534096 -0.060716265 -0.5311044970  0.167541313 -0.642979729
## Hlil_186       1.382393271  2.251693637 -0.4148410350  0.196203451  0.272937331
## Hlil_188       0.722800575  0.556091268  1.2099278178  0.433379552  0.657756266
## Hlil_189       0.971773324 -0.623665924  2.7744295995  1.333018400  0.152479082
## Hlil_190       0.175211452 -0.354780722  0.3130475291  0.183468408  0.825267408
## Hlil_191      -1.209709811 -0.187878801 -0.7685526542 -1.085747640  0.294518089
## Hlil_193      -0.199586636  0.076483101 -0.3775051812  0.299069867  0.922663817
## Hlil_195      -0.112639811  1.405576446 -2.0771725250 -0.445793143 -1.140563849
## Hlil_196       1.192757956  0.704928264 -1.4786727432  0.845612121  0.586404820
## Hlil_197      -1.348911875 -0.711101689  0.7328138971 -1.242878201 -0.876024651
## Hlil_198      -1.113604264 -0.695011049 -0.8531228212 -0.252052219  2.191842126
## Hlil_199       0.354314768  0.078494172  0.2977562401  0.012895717 -0.584627864
## Hlil_200      -0.135803075  1.065097960 -1.5792596092  0.696476630 -0.529991027
## Hlil_201       0.068093523  0.115792533  0.1373532704 -0.549080698  0.113214305
## Hlil_202      -0.208365748 -1.223120759 -1.0668809585  0.518979550 -1.496392267
## Hlil_203      -0.990057680 -1.086835474  0.6566410565 -0.252663085  0.609163350
## Hlil_204       0.074383182  1.092754931  1.8941752987  0.232140803  2.078401535
## Hlil_205      -0.081311322  0.514403284  0.4292693618 -0.527711388  0.298094730
## Hlil_207       0.894201499 -0.230234165  0.4323932577 -0.242219234  0.210429806
## Hlil_208       0.976778843  0.967618244 -2.0567798814 -0.589154081  1.231163800
## Hlil_209      -0.251126256 -1.429027052 -0.6110965875  1.757346503 -1.086372908
## Hlil_210       0.889348983 -0.081177310 -0.6284522467 -1.379780762 -0.176424328
## Hlil_211      -0.642530709  1.550194907  0.2239643260  0.556244787 -0.070671811
## Hlil_212       1.889702410 -1.707999563 -0.7903757820 -2.224717846  1.298883854
## Hlil_213      -0.301139645 -0.354333247  1.8679858325 -0.304184604  0.089163824
## Hlil_214      -0.708863902  0.600777129 -1.0727268485  1.147390068 -0.582683680
## Hlil_215      -0.772106615 -1.530568247 -2.0727966778 -1.072397982 -0.485741281
## Hlil_216       1.046793548 -0.993701093  1.2755539828  1.310797836  0.647923823
## Hlil_217       1.711855890 -0.143926989 -1.0578510370 -2.367520430  0.513928521
## Hlil_219       0.558530239 -0.322215802  0.6117119727 -0.617694281 -0.056641361
## Hlil_220      -1.923211436  0.208788184  0.4127313473  0.573440907 -0.454212559
## Hlil_221       0.140687021 -0.329614432 -0.6553383447 -1.177031320  1.518069820
## Hlil_224       0.511982053  0.710565413  0.5594750808  1.883107555 -0.017686519
## Hlil_225      -2.183611023 -0.076326993 -0.0083322711 -0.859350241 -0.858518275
## Hlil_226       1.049706757 -0.040558087 -0.8120306246 -0.416092402  0.119003231
## Hlil_228      -0.438992967 -1.083786687  0.6388124747 -2.901556433 -0.981747854
## Hlil_229      -0.002168195  2.080924094  2.0672322816  0.759719413  1.454311980
## Hlil_231      -0.666029802  0.025310866  0.3765036107 -1.075339164 -0.868583405
## Hlil_232       0.378130262 -2.666676163 -0.1420633555  1.531569001  0.339128481
## Hlil_233      -0.222920896  0.782866058  0.6772999159 -0.578536045  1.705153397
## Hlil_235       0.411042739  0.884208336 -0.1216340323 -0.772222534 -0.571470041
## Hlil_239      -0.027971913 -0.276273564 -0.9073211180  1.502831187  0.343313020
## Hlil_240      -2.292252239  1.651800135 -1.3250875886  1.059722217  0.956494417
## Hlil_241       0.922965971 -0.537270873  0.7345551539  1.591070250 -0.744889798
## Hlil_242       0.125630438  0.916956171  0.6342778723 -0.559200191 -0.878832461
## Hlil_243      -2.362231051  0.720691783 -0.2057437906 -1.086009533  0.365044131
## Hlil_244       0.670903697  0.136194517 -1.1576757988  1.352671743 -2.024865348
## Hlil_245      -0.644743152 -1.472318821  0.2382478359  0.328690530  0.125689691
## Hlil_246       2.059204673 -0.716634740 -0.4279427569 -0.585390038 -0.716618720
## Hlil_247      -1.623367181 -0.112953379  0.5104404443 -1.048638831  0.158338403
## Hlil_248      -0.437469645  0.306562363  2.1318873196  0.329267224 -0.863556835
## Hlil_NBG_351   0.550661036  0.915170696  0.0713509174 -0.001689473  0.087111496
## Hlil_NC_167    0.189355203 -0.270055263  0.5398458808 -0.211394951 -0.067497138
## Hlil_NC_170    0.181772460  0.173407877  0.2925016974  0.467491421  0.389406760
## Hlil_NC_171   -0.093350379  0.006643341  0.6780953691 -0.382938367  0.068396722
## Hlil_NC_172    0.391325286  0.152745803  0.8112767780 -0.420207312  0.416835885
## Hlil_NTBG_260  0.079072164 -0.739431337  0.5752128741 -0.473302317  0.031157636
## Hlil_W_222    -0.188024735 -0.097583481 -0.4123026112  0.584220827 -0.495023481
## Hlil_W_223     0.086482351 -0.960687689 -0.1258614210  0.090373568  0.277820424
## Hlil_WBG_226   0.575888198  0.797835379 -0.5657512727  1.517056617  2.243394220
##                       PC71        PC72         PC73         PC74        PC75
## Hlil_130      -0.677911290  0.34264735  0.366039187  0.302376855 -0.75454074
## Hlil_132      -0.172289140  1.49746087 -0.380234269 -1.097060192  0.34493486
## Hlil_137       0.780888542 -1.35454594  0.001321063  0.386595334 -0.65443892
## Hlil_143       0.326378601  0.73786723  0.296240673  0.096616058  0.56935331
## Hlil_145      -0.194649820  0.48734019  0.262812295 -0.627901384 -1.24125199
## Hlil_146      -1.276094087 -0.87169830  0.372910611  1.013064007 -0.67066877
## Hlil_147      -0.513842911  0.38067503  0.092239718  0.817128160  0.47374745
## Hlil_148      -0.142152907 -0.95465939  0.472321930  1.949289150 -0.99326763
## Hlil_150      -0.103070006 -0.10419951 -0.315547985 -0.638084933  1.15662723
## Hlil_152       0.361087501  0.80901351 -0.919799800  1.369634845 -1.68869725
## Hlil_153      -0.215717496 -0.92669254 -0.196918284  1.308510124 -1.54337717
## Hlil_154      -0.455738405 -0.99063535 -0.766276199 -0.204647868  0.78742930
## Hlil_155       2.320749807  0.22052410  0.448380823 -0.231309853 -0.09862147
## Hlil_156      -0.834694966 -0.84580968 -0.339045315 -0.638118050  0.17973520
## Hlil_157       0.977067855  0.24623784  2.416483099 -0.775533708  0.32120711
## Hlil_158       0.788786236 -0.89867424 -0.424883420 -0.565684354  0.61671943
## Hlil_159       0.553346490  0.44147953 -0.463557245 -0.705806493 -0.11410360
## Hlil_160      -2.023533011  1.17993349 -1.065467675 -0.658908776  2.08393688
## Hlil_161       0.932217465  1.43399647 -0.837418897  0.951620261  1.37857587
## Hlil_162       0.346052916  0.83037357 -0.832624818 -0.356566837 -0.28920698
## Hlil_163      -0.024873953  0.08637797  0.167125934  0.093160303 -0.25148661
## Hlil_164      -0.067062267  1.19359717 -0.271425946 -0.701682680 -0.86346579
## Hlil_165       0.556709638  0.34070534 -0.435226765 -2.026385601  0.60731906
## Hlil_166      -0.539967905  1.15287586 -0.766738717 -0.268597214 -0.49976268
## Hlil_168      -0.324169050 -1.41463109 -1.093326922  1.485183624  0.33192843
## Hlil_169       0.335645645 -0.85904127  0.235889834 -0.053904942  1.01380983
## Hlil_173       0.578221655 -0.15921640  0.376715288  1.100408782 -0.41241120
## Hlil_174       0.332759286 -0.08840941  0.468915975  1.245399846 -0.09675836
## Hlil_175       0.165075597  0.02318330  0.468778689  1.750918190  0.75536100
## Hlil_176      -0.343485133 -0.72500531  0.502589974  0.249628428 -0.36238642
## Hlil_177       0.633448944  0.50838012 -0.004922170 -1.348193521  0.58704110
## Hlil_178      -0.409550065 -0.41310009  0.871140977  0.190267989 -0.09111596
## Hlil_179       1.034068320 -1.08569781 -0.014058649  0.626113246  0.41685568
## Hlil_180       0.384876740 -0.08371411 -0.346911558 -0.100754543  0.03163586
## Hlil_181       0.872397059 -3.50572110 -1.664509195 -1.228082083 -0.95332208
## Hlil_182      -0.346745966  1.64716747  1.421839975  0.555673601 -0.07692351
## Hlil_183       0.052573295 -0.26065594 -1.098829550  0.702881845  0.15095990
## Hlil_184       2.198179181  0.35205570 -2.002610917  2.166930563 -0.26741389
## Hlil_185      -0.922560012 -0.28582634  1.316533817  2.318083920  2.43472028
## Hlil_186       0.693564750  1.96924903 -0.182052478  0.556354661 -0.20519279
## Hlil_188       0.386984953 -0.48419660 -0.275436502  0.171184305 -1.69554417
## Hlil_189      -0.012631329  1.84302708 -0.275778096 -0.589332348 -0.58076602
## Hlil_190      -0.238314263 -2.11167450 -0.263638314 -0.047570199 -0.16353417
## Hlil_191      -0.770477870 -0.71746877  0.308097886 -1.264918165  0.36163824
## Hlil_193      -0.003293293 -0.49424447 -0.560121518 -0.999226662  0.92757994
## Hlil_195      -0.926978205  0.87412246 -3.119311422 -0.677228956 -2.39640884
## Hlil_196       0.562680609 -0.40230900 -0.097832111 -0.840927139 -1.23765749
## Hlil_197       1.445525779  0.26605371  0.780232731  0.578281965 -0.83667754
## Hlil_198      -0.182469432 -0.82915227  0.339224530  0.214040323  1.94042115
## Hlil_199      -0.636752388 -1.49424848  0.890332272 -0.298819961  0.96158879
## Hlil_200       0.577552225 -0.45235425  0.290593579  0.648281841  0.31596179
## Hlil_201       0.227169376  0.48128354  0.335768595  0.285097722  0.21440667
## Hlil_202      -1.612412803  1.37076990 -0.648654557  0.046544537 -1.03780467
## Hlil_203      -0.803398398 -0.30152052  0.680351176 -0.485653345  0.86191427
## Hlil_204      -2.269715445  1.31799429 -0.669735236  0.412398074  0.04339636
## Hlil_205      -0.756017539  0.12204968  0.080820848  0.629946158 -0.30937945
## Hlil_207      -0.596677645  0.15732665 -1.231846657  0.516674949  0.25446223
## Hlil_208       1.926410862 -0.09510516  1.535160078 -0.155215824  0.24287814
## Hlil_209      -1.063764068 -0.16167094  0.674143718  0.655823199 -0.04719043
## Hlil_210       1.202047731  0.88859013  1.126710876 -0.004019286 -0.09279927
## Hlil_211      -0.671838014 -0.24236588 -1.190360680 -1.680231468  1.87651037
## Hlil_212      -1.656939381 -0.66169175  0.058956446  1.193408373  1.21435521
## Hlil_213      -1.076887967  0.43234612 -0.968543096 -0.742741163 -0.49539201
## Hlil_214       1.439830026 -0.04298018  0.128333818 -0.703703733 -1.12008888
## Hlil_215      -0.658225129 -0.08502333  1.113444268 -1.406668726 -1.33240392
## Hlil_216       1.534564370  1.62704032 -1.009227133 -0.737264349  0.49298703
## Hlil_217       1.045178196 -0.02706016  0.724788533  1.325577807 -1.79063749
## Hlil_219      -0.549132093 -0.11712841  0.343299266 -1.547954312 -0.27328218
## Hlil_220      -0.765688811 -0.70312639  0.381220912 -0.241329056  1.63809294
## Hlil_221      -1.233098604  0.45966122 -0.899746995  0.028402767 -0.35776717
## Hlil_224      -0.238251642  1.28716414  1.462964731 -0.295679384  0.01981181
## Hlil_225       1.780882398  0.35208232 -0.799635387 -0.486920180  0.73175961
## Hlil_226      -0.005491693 -0.10428339 -0.505424928  0.008742868 -0.65812450
## Hlil_228       0.749355682  0.85831998  0.617301017 -0.391121530  0.87922487
## Hlil_229       0.336143934 -1.45222489  0.135331875 -0.425841227 -0.44320497
## Hlil_231       0.874628659 -0.35219263  0.812741248 -0.496401522 -0.39185237
## Hlil_232       1.003037275 -1.60385105 -0.127798642 -1.789365821  0.30806202
## Hlil_233       0.641586255 -0.06619159 -0.948646036 -0.017336637 -0.14490982
## Hlil_235      -0.974015753  0.39910104  0.110717488  0.068249103 -0.88261321
## Hlil_239      -0.233936266  0.98098662  3.095451294 -1.642146019 -0.70906036
## Hlil_240      -0.684426103  0.67917524 -0.787982320  1.436650845  0.58306840
## Hlil_241      -0.111708480  0.12041463  1.496298145  0.890456325 -0.47441920
## Hlil_242      -1.997531769 -0.64027945  0.231241547 -0.869904884 -0.77852174
## Hlil_243       0.569467560  0.25012815  0.443429292 -0.387459032 -0.07342557
## Hlil_244       1.528548631  0.51873821 -0.308643983 -0.284886053  1.95505985
## Hlil_245       0.661222999  0.77676977 -0.432362645  0.879068833  1.34695192
## Hlil_246       0.474657909 -0.01460530 -1.495730423 -0.300480412  0.63866044
## Hlil_247      -0.898439166  0.54529623  0.212826210  0.338220761  0.49716874
## Hlil_248       0.719094850 -0.89747386 -0.966606916  0.661495804  0.29465748
## Hlil_NBG_351   0.027228492  0.14632711  0.240501217 -0.863546879 -0.18361322
## Hlil_NC_167   -0.344129344 -0.57414621  0.587355250  0.121285979 -0.25370461
## Hlil_NC_170   -1.164701968 -0.62160381  0.495004300 -1.162610090 -0.46558701
## Hlil_NC_171   -0.382535037 -0.67776560  0.707655575  0.487317496 -0.49041837
## Hlil_NC_172   -0.158136159 -0.64678579  0.557301247  0.199947558 -0.23629046
## Hlil_NTBG_260 -1.148654139  0.37817123  1.392835643  0.369071761 -0.68402851
## Hlil_W_222    -0.408123800 -0.85152278 -0.144024420 -0.350376838 -0.36242480
## Hlil_W_223    -0.581939810 -0.36333027 -0.514432362  0.635948590  0.19501591
## Hlil_WBG_226   0.466947905  1.10343061 -0.284808322  0.376146499  0.09041427
##                       PC76         PC77         PC78          PC79        PC80
## Hlil_130      -0.245163967  0.270551857 -1.531829468 -6.091701e-01  0.66022940
## Hlil_132      -0.242481275 -0.520007488  0.196080075  1.049724e+00 -1.15459841
## Hlil_137       0.718970931 -0.228478836 -0.234984080  8.849570e-01 -0.58057027
## Hlil_143      -0.693102386 -1.326462422  2.425104070  2.868513e-01 -1.20726454
## Hlil_145       0.352359188 -0.700000392 -0.469392064 -4.644869e-01  0.51687186
## Hlil_146       1.114451815  0.883003357 -0.136240088 -5.276565e-01 -0.83188847
## Hlil_147       0.337459163 -0.422951980 -0.060376018  3.079980e-01 -0.47487940
## Hlil_148       0.165893994 -0.123341422 -0.306273557 -1.140332e+00  0.84838430
## Hlil_150      -0.069976978 -0.217373141  0.047145347 -7.641001e-01  1.57769640
## Hlil_152       0.361590166  2.513652773 -1.139659855  1.127050e+00  1.20737720
## Hlil_153       0.674484096  0.680487236  0.207666166 -1.095841e+00 -1.95619111
## Hlil_154      -0.611858403 -0.806732339 -0.127927018  1.396993e+00  0.23387435
## Hlil_155       0.561578754  2.299173318  0.288883347 -1.623996e+00  2.44788569
## Hlil_156      -1.318111077 -0.307471317 -0.959585902  2.143891e-01  2.42062334
## Hlil_157      -0.111767031 -1.343308575  0.313442905  7.052485e-02 -0.82987928
## Hlil_158       0.071697706 -1.134278002 -0.345710455  5.828157e-01 -1.01764376
## Hlil_159       1.304293494  0.004784532 -0.428177804  2.833746e+00 -1.23012130
## Hlil_160       1.232733759 -0.989981804 -0.593849250 -1.339028e+00 -1.22887081
## Hlil_161       0.007333637  0.832485475  0.370264154  6.021899e-01  0.66114301
## Hlil_162      -0.984270552 -0.299871046 -0.313267562 -2.347522e-02 -0.37678635
## Hlil_163      -0.230381284 -0.480129325  0.929810321 -1.135903e-01  0.26245172
## Hlil_164      -1.433349980  0.041106463  0.222492716 -5.643588e-01 -0.73210323
## Hlil_165       0.376601176 -0.999274402  0.516150838  1.370958e-01  0.62172839
## Hlil_166      -0.820054044 -0.131992209 -0.112481436  3.524466e-01  0.55741900
## Hlil_168      -0.797461177  0.919560566 -0.049400589 -1.654476e-01 -0.99368946
## Hlil_169      -0.359864566  1.017571314  0.278496693 -1.979218e+00  0.05696424
## Hlil_173      -0.397087954  0.386919061  0.229656519  8.386064e-01  0.12694809
## Hlil_174      -0.211914094  0.641669032  0.004108089  7.380407e-01 -0.18699106
## Hlil_175       0.907532036  0.873268939 -0.277581837  6.225464e-01 -0.86512759
## Hlil_176      -0.175068659  0.270830941 -0.010486154 -7.875266e-01 -0.36852731
## Hlil_177      -1.478177585 -1.543321577 -0.760834959 -5.653426e-01  1.09800814
## Hlil_178      -0.679698970 -0.031264546  0.265672125 -6.567568e-01 -0.61976867
## Hlil_179       0.078604703  0.063265221  0.184363766  3.381184e-01  0.76044269
## Hlil_180       0.516179353  0.048579257 -0.490980833  7.947291e-01 -0.39426731
## Hlil_181      -1.400383210 -0.928213771 -0.282604376 -5.150446e-01  0.74641565
## Hlil_182      -0.452708250  1.332000992  0.127864668  1.421081e-01 -0.53090284
## Hlil_183       0.291368826  0.340002729 -0.471035718  5.309967e-01 -1.28403236
## Hlil_184       2.336165143 -2.760751007  1.217572061 -2.438790e+00  0.96337514
## Hlil_185      -0.520585845 -0.814538110  0.392311378  2.193003e+00  1.28536141
## Hlil_186       1.033589167 -0.480911578 -1.642516753  1.590785e-02  0.70057991
## Hlil_188      -1.163469944 -0.703270446  0.272389393 -1.864873e-02 -0.18890426
## Hlil_189       0.506281829 -0.534780244  0.585347459  1.301210e-01 -0.35278765
## Hlil_190      -0.449944313  0.046906890  0.632351902 -6.348412e-01  0.96904304
## Hlil_191       1.622906071  0.713447997 -0.341134990  8.868696e-02  0.45372222
## Hlil_193       0.904143177  0.049579519 -0.689005430  4.043723e-01 -0.82784846
## Hlil_195      -0.088731671  0.104340409  2.211016075  4.059415e-01  0.16316569
## Hlil_196       0.800236630  1.385015553 -0.265602531 -9.450453e-01 -0.22259585
## Hlil_197      -1.925361645 -1.356280551 -0.142079886  5.846410e-01 -1.47262613
## Hlil_198       0.363637226  1.380172178  1.075382924  6.919368e-02 -0.71344408
## Hlil_199      -0.417014720  0.148217032  1.439664989 -6.237177e-05  0.24756137
## Hlil_200      -0.205535225  0.353712430 -1.517415939  4.832646e-01  0.16060292
## Hlil_201       0.326409697  0.441815654 -0.015830683 -2.539088e-01 -0.04304784
## Hlil_202       0.768957520 -0.224228145 -0.488420364 -7.599387e-01  1.71227829
## Hlil_203       0.274404288 -0.844449097 -1.597643221 -3.846542e-01 -0.23238030
## Hlil_204       1.181385093  0.345127364 -0.544407283 -3.485953e-01 -0.26610173
## Hlil_205       0.807560455 -0.338763945 -0.051258494  9.489182e-01  0.67732047
## Hlil_207      -0.536323747  0.369912818  0.272528904  9.933229e-01  0.49494589
## Hlil_208       0.662547856  0.489409790 -2.370606125 -7.155293e-01 -1.85459637
## Hlil_209       0.670209102 -0.545675976 -0.423875834 -5.380127e-01  0.35619491
## Hlil_210       0.570276311  0.050774568  1.263019207 -8.777186e-01 -1.02195964
## Hlil_211       0.181493433  0.596927198  1.476577179 -4.900622e-02 -0.53238301
## Hlil_212      -0.514355479  0.121435576  1.282440384 -2.138631e+00  0.28467498
## Hlil_213       0.098274354  0.940585804 -0.119850535 -1.853691e-01 -0.20268696
## Hlil_214       0.113168129 -0.288587927  0.052559804  1.692464e-02 -0.24858782
## Hlil_215       1.088204015 -0.378846415 -0.242578696  1.105541e+00  0.31075245
## Hlil_216      -1.206195330  1.399654519 -0.311570521 -2.063545e-01 -0.33486736
## Hlil_217       0.511244215 -0.334245580  0.545436226  1.609460e+00  1.26523248
## Hlil_219       0.371291877 -0.048024938 -0.093195605 -4.759695e-01  0.07495883
## Hlil_220       1.537227839 -0.692808931 -1.052856850  5.029562e-01  1.33864589
## Hlil_221      -0.509422618  0.713292740  1.054535531  5.997724e-01  0.21659417
## Hlil_224      -0.542173413  0.193798546  0.587458604 -6.222500e-01  0.20293292
## Hlil_225       0.415137019 -1.096140668 -0.762650895 -1.037147e+00 -0.17646345
## Hlil_226       0.647366228 -0.384221668  0.495665776 -5.657820e-01 -0.63309971
## Hlil_228      -1.809793961  1.095537541 -1.327242527 -6.326938e-01  0.51288210
## Hlil_229       0.640367981 -1.198580883 -0.271620810  2.325236e+00  1.36660366
## Hlil_231      -0.007738373 -0.251605785 -0.152082715 -2.183955e-01 -0.28377472
## Hlil_232       0.585634961  1.655970532 -0.307163385  5.019678e-01 -0.78006985
## Hlil_233       0.847412583  0.968518742  0.825225637 -1.465717e-01 -0.49222296
## Hlil_235       0.021630589 -0.352801081 -0.143648976  6.279134e-01  0.03558995
## Hlil_239       0.138515927  0.832634999  0.852575070  1.762041e-01  1.59423325
## Hlil_240      -2.054381266 -1.048983374 -1.595728073 -7.559811e-01  0.23254167
## Hlil_241      -1.119666954 -1.500763139  2.245718373 -2.416687e-01 -0.70351964
## Hlil_242      -0.661965060  0.975601202  0.395362442  3.417066e-01 -0.69783323
## Hlil_243       0.013184820 -0.510898902  1.121556827  5.122628e-01  0.54720283
## Hlil_244       0.875458501  1.422335797  2.612059546  4.941069e-01  1.27409394
## Hlil_245      -0.113358918 -0.125293149 -0.428619169  1.775785e-01  0.26254844
## Hlil_246       0.396740575 -0.660024795 -1.577040832 -4.454662e-01 -0.38446931
## Hlil_247      -0.444401906 -0.193926229 -0.480437431  4.188739e-01 -0.23319963
## Hlil_248      -0.185364648 -0.021847385  0.014286485  1.118341e+00 -0.82178653
## Hlil_NBG_351   0.207704055 -0.198486719 -0.071223859 -3.735680e-01 -0.47909537
## Hlil_NC_167   -0.111678540  0.257318110 -0.226963845 -8.349806e-01 -0.25822665
## Hlil_NC_170   -1.031885466 -0.107637655 -0.262723166 -5.995101e-01 -0.13067256
## Hlil_NC_171   -0.130878124  0.128882600  0.233259815 -6.672190e-01 -0.08058138
## Hlil_NC_172   -0.071418105  0.508147897 -0.337486046 -5.590911e-01 -0.17387777
## Hlil_NTBG_260  1.873301002 -1.473415545 -0.100006393 -1.394354e-01 -0.23772059
## Hlil_W_222    -0.263688016 -0.342848364 -0.065302340  3.400014e-01  0.04173997
## Hlil_W_223    -0.837489503  0.932265738  0.055512905  4.414963e-01 -0.62408590
## Hlil_WBG_226  -2.829496232  0.307840021 -0.696547468  2.665640e-01  0.01977798
##                      PC81         PC82        PC83        PC84        PC85
## Hlil_130      -0.30576388  0.126645835  0.24401685 -0.48870709 -0.44407827
## Hlil_132       0.19097000  0.801763808  1.34828065 -0.26881094  0.18571096
## Hlil_137       0.93663469 -0.532393558  0.40797687  0.23564226  0.53400382
## Hlil_143      -0.51138868 -0.709878174 -0.25729667 -0.14925596 -0.68420199
## Hlil_145      -0.01366993 -0.043489449  0.31846986 -0.05877038  0.08418002
## Hlil_146      -0.03268970 -0.376982515  1.70359604 -0.14354369 -0.97836134
## Hlil_147      -0.43071073  0.383991646  0.19959782  0.11033420 -0.18443943
## Hlil_148      -0.07224892  0.571652225 -1.22163574  0.23040875 -0.35327268
## Hlil_150      -0.67296408 -0.681938013 -0.38497187 -0.98736703 -0.39203832
## Hlil_152       0.57678621 -0.688447376  1.11481034 -0.46525591  0.19264741
## Hlil_153       0.64813951 -1.212711197 -0.14493469  1.24845493 -0.61970831
## Hlil_154       0.03848935 -0.836788075  0.95782999  0.28055338 -0.03103225
## Hlil_155       1.97535853  0.038851219 -0.47180477  0.57604170  0.47346343
## Hlil_156       0.09472340  1.962694873 -0.07718402 -0.53782758  2.22056206
## Hlil_157       1.24373564  0.431098116 -0.76653754 -0.72388391 -0.60065042
## Hlil_158      -1.21423006  2.850302580 -0.68920117 -0.91796607  0.88177090
## Hlil_159       0.44240726  0.566228112  0.06054831 -0.10573151  0.91878359
## Hlil_160      -0.71390899  0.154894036 -0.61477164  2.83446023 -1.26724125
## Hlil_161      -1.61246121 -0.265475601  0.83192820 -2.29405635  0.12525079
## Hlil_162      -0.20550869  0.188488464  0.23738191  0.23256376 -0.19885200
## Hlil_163      -0.13081330 -0.349881704 -0.79790890  0.34514336  0.29265215
## Hlil_164      -0.40393620 -0.498201009 -0.72370881 -0.36349806  0.39338922
## Hlil_165       1.10229458  0.045219512 -0.41745870 -0.23412247  0.40750461
## Hlil_166      -0.35506318 -0.442053964 -0.07003855  0.57234499 -0.38414265
## Hlil_168      -0.47698440 -0.086938820 -0.77132651  2.27791146  2.36606901
## Hlil_169      -0.64447371 -0.269708987  1.07556856 -2.59232390 -1.89704537
## Hlil_173      -0.63582067 -0.078949059 -1.88998628  0.01497950  0.52866548
## Hlil_174      -0.73587812  0.002641801 -2.11909846 -0.04843617  0.34528952
## Hlil_175      -1.14147251  0.171688473 -1.41776520  0.13369793 -0.75599078
## Hlil_176       0.25882747  0.473532005  0.11942940  0.06371076 -0.08447698
## Hlil_177      -0.29459861 -1.004443915  0.09607355  0.82489252  0.08207201
## Hlil_178       0.08338890  0.690248649  0.54439737  0.07160784 -0.30820648
## Hlil_179       1.23989605 -0.007505106 -0.02309871 -0.18432334  0.14727869
## Hlil_180       0.44788869  0.197534301  0.50546755  0.27785755  0.06264980
## Hlil_181      -2.47249666 -1.022002708  1.91824785  0.40682862 -0.41417732
## Hlil_182       0.38422187  0.181823896  0.31723764 -0.70470345 -0.02673865
## Hlil_183      -0.30860658 -0.225649128 -0.56291309 -0.71507867  0.44178462
## Hlil_184      -0.46159994  0.143289799  0.73539882 -0.07277023  0.57343502
## Hlil_185       0.30338910 -0.614052068  1.01946731 -0.02190839 -0.75651622
## Hlil_186      -0.25721005 -0.951288304 -1.16578574 -0.75249406 -0.90925160
## Hlil_188       0.08640407  0.023387513 -0.14839289 -0.03117696  0.13101492
## Hlil_189       0.42022374  0.587558468  1.44385918  0.44409725  0.29823987
## Hlil_190      -0.67703859  0.423781885 -2.05236477  0.02506467 -0.61955407
## Hlil_191      -0.38544753 -0.142303443  1.35069005  1.05727289  0.12306964
## Hlil_193       1.35335496  0.784336782  0.60750364  0.62172385  0.29416259
## Hlil_195       1.06940166  1.048158335 -1.32176765 -1.13580262  0.89055432
## Hlil_196       0.63939093  0.065975126 -0.22417260 -0.60055525  0.08287699
## Hlil_197      -0.70950690 -0.216664420  0.50162526  0.03065446 -0.33335196
## Hlil_198      -0.38253613  0.736459298 -0.07888916  0.78245125  0.69930423
## Hlil_199       0.20998068 -0.303648838  0.27702211  0.92889958  0.19391398
## Hlil_200       1.17180737  1.984853112  0.67385973 -0.18821781 -1.13409787
## Hlil_201      -0.16055029  0.055008437  0.06251250  0.38861676 -0.09374443
## Hlil_202      -0.50893057 -1.189128866  0.17438792  0.12943870  0.73802133
## Hlil_203      -0.64067315  0.527326303 -0.29215933 -0.27594662  0.71064344
## Hlil_204      -2.01760846  0.051806035  0.49944184  0.03320544  0.16452179
## Hlil_205       0.23930301  0.122398029 -0.05137732  0.36322761 -0.53724467
## Hlil_207      -1.11185593  0.028140346  0.20685696 -0.04967886 -0.36624015
## Hlil_208      -0.62845269 -2.343039570  0.89419812 -0.90626848  3.28100744
## Hlil_209       0.21098314 -0.703812627  0.50058634 -0.95392838  1.45804718
## Hlil_210       0.94294830 -0.444697632  0.25282431  0.57240760 -0.08765316
## Hlil_211      -0.36332524 -2.464866316 -0.72630007 -1.56779536 -0.28407918
## Hlil_212       1.70951301  0.370640407 -0.27663511 -1.65666489  0.58138323
## Hlil_213      -0.73429885 -0.169886247  0.64165825  0.15480683  0.61744473
## Hlil_214       0.01275098  1.959641109  0.89755921  1.20222833 -0.27705054
## Hlil_215       0.56270868 -1.353743447 -1.70107897  0.05661464 -0.98520319
## Hlil_216       0.15874845  0.676787184  0.12393961  0.10749390 -0.89570324
## Hlil_217      -1.74230353  0.003207042  0.83696829  0.55836064 -2.24384714
## Hlil_219       1.01640784 -1.184254044  1.27898560 -0.16054599 -0.24296359
## Hlil_220       0.55782944  0.393783746 -0.91306232  0.36192877  0.37305082
## Hlil_221       1.72076096 -0.014948433  0.28623965  0.40007678 -1.03814020
## Hlil_224      -0.53530824  0.945417166 -0.92551642 -0.19523705 -0.31315644
## Hlil_225       0.82759208  0.470201930 -0.59949354  0.02576707 -1.18681440
## Hlil_226      -0.33319601  0.495395669 -0.37099390 -0.01604337  0.50113084
## Hlil_228      -1.55942530  1.009168160 -0.11942715  0.10580679 -0.05510285
## Hlil_229       0.80475728 -0.799457691 -0.61481711 -0.12433956  0.12986073
## Hlil_231       0.41635649  0.028396249  0.48697463 -0.11045031 -0.02774044
## Hlil_232      -0.51054374  0.669894555 -0.86747563 -0.74222671 -1.76785348
## Hlil_233      -1.36661327  0.910580816 -0.71599765  0.70148854  0.21574353
## Hlil_235       0.31217105  0.225653615  0.88741675  0.43540997 -0.25042387
## Hlil_239      -1.57524233 -0.645850046 -0.85585219  1.48817773  0.79508995
## Hlil_240       1.43065818  0.596555112  0.42236486  0.57548138 -0.19042294
## Hlil_241       0.22037216 -0.876122642  0.39919339 -0.04940250  1.00764902
## Hlil_242      -0.12763652  0.148137658 -0.09202411 -1.09800024 -0.21219401
## Hlil_243      -0.86634092  0.292094910  0.30002528 -0.91533660  0.90021313
## Hlil_244       0.09411413  0.007144572  1.35988453  1.67745527  0.64596039
## Hlil_245       0.62910322  0.045148901  0.40813494 -0.22086870 -0.27321648
## Hlil_246       0.90291394 -1.935659064 -1.94202056  0.55388592 -0.86211599
## Hlil_247       0.97914083 -0.074520212 -0.23702125 -0.54551454  0.34422717
## Hlil_248       0.58005647 -1.409579162 -0.11175220 -1.01766514 -0.38613977
## Hlil_NBG_351  -0.74632280  0.430490250 -0.18899607 -0.19663309 -0.09608243
## Hlil_NC_167    0.17747940  0.124299303  0.52266009  0.48571260 -0.26713530
## Hlil_NC_170    0.80177420  0.149822886  0.77333974 -0.15042303 -0.54536014
## Hlil_NC_171    0.20068551  0.339606690  0.28525098  0.41330002 -0.30614536
## Hlil_NC_172    0.22930383  0.248686768  0.14205854  0.61128334 -0.48404634
## Hlil_NTBG_260 -0.34045268  1.150373706 -0.16845688 -1.27520434  0.26297129
## Hlil_W_222     0.08932724  0.112173807 -0.16463493 -0.31344492 -0.01529507
## Hlil_W_223     0.87189832  0.299677754 -0.11766629 -0.22014341  0.69912681
## Hlil_WBG_226   0.51073567 -1.353797552 -0.78797403  1.51857757  0.27214854
##                       PC86        PC87         PC88         PC89         PC90
## Hlil_130       0.471566922 -0.10569602  0.046443304  0.962881458 -0.603298828
## Hlil_132       0.023995875 -0.76873441  0.452824912  0.375195364  0.140153126
## Hlil_137      -1.072383313  0.05371987  0.018471161 -0.078060023  0.056151415
## Hlil_143       0.701965398 -0.43091575  0.201147374 -0.042870600 -0.474094922
## Hlil_145      -0.167692801 -0.12269073 -0.145198501 -0.448417549 -0.240042078
## Hlil_146       0.170766894 -0.80507218 -0.430375236  0.328325667  0.206464604
## Hlil_147      -0.060453337  0.11378212  0.314948338 -0.218398240  0.515676708
## Hlil_148       0.303631513  0.23745785  0.260954177  0.146979309 -0.420142363
## Hlil_150      -0.206120735 -0.33680951  0.004536608  0.645599407  0.197675572
## Hlil_152      -0.113537200  0.67931904  0.122828449  0.937995386  0.246953528
## Hlil_153      -0.224786625  0.08526568  1.768510212 -0.964529330 -0.299318309
## Hlil_154      -0.072105317  0.02279168  0.840316470  0.097919354  0.091182006
## Hlil_155       0.771852336  0.49272076  0.191750837  0.705907936 -0.306376914
## Hlil_156      -0.237919223 -0.46990454  0.764057939 -3.909067102  0.943623846
## Hlil_157       0.853528747 -1.58735745 -0.426929558 -0.060494919  0.211189296
## Hlil_158      -0.967819510  1.64003101 -2.676426590  2.190107174 -0.836659978
## Hlil_159      -1.075029074  0.78419208  0.507021497 -0.454333036 -0.063858784
## Hlil_160       0.313610265  0.14057907  0.220962843  0.811638826 -0.822730541
## Hlil_161       0.285340445 -1.26166299 -1.185051111  0.289882632  0.085975717
## Hlil_162       0.484177031  0.44501419  0.101274081  0.408864278  0.144560890
## Hlil_163       0.328562353  0.35917040  0.304649279  0.003036113  0.089413956
## Hlil_164       0.114984132  0.46261038 -0.609292354 -0.418374924  0.175475288
## Hlil_165      -0.221256056 -0.35885881  0.284479092  0.297080932  0.163708702
## Hlil_166       0.161150418  0.48934648 -0.312529063  0.290272036  0.139651026
## Hlil_168       1.370030286 -2.49786752 -1.514440387 -0.236643448  0.792327546
## Hlil_169      -2.189174601  2.60674164  0.891902974 -1.238549613 -1.347923697
## Hlil_173      -0.163827584  0.45779628 -0.094943912 -0.466684611 -0.591552972
## Hlil_174      -0.305188912  0.89272290  0.040033542  0.109916029 -0.136628301
## Hlil_175      -1.075047178  1.00154833  0.441432882 -0.937124308  3.255142691
## Hlil_176       0.217550755  0.07021043 -0.525654958  0.519522374 -0.347656994
## Hlil_177       0.777039744  0.78138588  0.273640447 -0.801055656 -0.014883034
## Hlil_178      -0.306491348 -0.16634380 -0.572444538 -0.432163464  0.665646317
## Hlil_179      -0.353940429 -0.49748760  0.366594812  0.319171454  0.048714112
## Hlil_180       0.681837550 -0.32045912  0.210665433 -0.026831100  0.140914168
## Hlil_181       1.031599724 -0.14079806 -0.450519576  0.319406213  0.849545668
## Hlil_182       0.231063993 -0.24091781  0.299058617 -0.225402628  0.674892072
## Hlil_183      -0.108035565 -0.11217419 -0.344648062 -0.257072760  0.233072531
## Hlil_184      -0.658651352 -0.29833965 -0.275000714 -0.732180585 -0.239543462
## Hlil_185       0.293440550 -0.34027931  1.332578512  1.112988859 -0.635867767
## Hlil_186       0.296448930 -1.85796714 -0.642977746 -0.339061302 -0.005179203
## Hlil_188       0.590718096  0.26021653 -0.319212195  0.281231588  0.187838255
## Hlil_189      -0.337107711  0.24393306  0.040689761 -0.113603366  0.145794663
## Hlil_190       0.469591220 -0.21610167 -0.027991781  0.461890596  0.179937217
## Hlil_191      -0.906768589 -0.30619160  0.056406309 -0.212502162 -0.029923020
## Hlil_193       0.214201170  0.29813776  0.178552850 -0.054341367  0.516831217
## Hlil_195      -0.078971312 -0.18210367  2.712537474  1.450804418  0.179745846
## Hlil_196       0.443544733 -0.65783589  0.300548702  0.592850565 -0.290454299
## Hlil_197      -0.097656514  0.25354791  0.400372000 -0.233849530  0.218079939
## Hlil_198       0.271633099  1.12012277  0.151970788 -0.127199419  0.185972906
## Hlil_199       0.098663623  0.56203188  0.971024175  0.729614739 -0.114130450
## Hlil_200       0.888913946 -0.99839543 -0.080883557  0.118145361  0.326302245
## Hlil_201       0.003758545 -0.25629507 -0.093371144 -0.124970183  0.038632351
## Hlil_202      -0.170495278  0.54480512 -1.173532462  0.410229531  0.032626570
## Hlil_203      -0.523346072 -0.53954312  0.988212610  0.473195133 -0.461363404
## Hlil_204      -0.370101985 -0.08001195  0.251547062 -0.337900769 -0.234061969
## Hlil_205      -0.584939466  0.09457573  0.139382826  0.048117546 -0.099505446
## Hlil_207       0.762844845  0.18378919 -0.257742956 -0.196648633  0.031520535
## Hlil_208       0.989825204  1.17901971 -0.199024480  0.215048951  0.164241739
## Hlil_209      -0.928321743 -0.58840322 -0.326094493  0.524544314 -0.235039892
## Hlil_210      -0.264583173 -0.10065222 -0.406922293 -0.530466848  0.271254907
## Hlil_211       0.922914233 -0.05346684 -0.317059820 -0.368592376  0.078039864
## Hlil_212      -0.527788632 -0.84773333 -0.517990703  1.015004679  1.558742059
## Hlil_213      -0.322109161  0.08342532  0.326871213  0.326899366 -0.224797549
## Hlil_214      -0.772955421  0.36809943 -0.077381432  0.060213501  0.162593315
## Hlil_215      -0.184246725  0.10161931 -1.230976990 -0.296787270 -0.101107788
## Hlil_216       1.358469787  0.51727554  0.365839677 -0.120752679  0.729159573
## Hlil_217       0.325776080 -0.81357558 -0.244919218 -0.621926650 -0.217042412
## Hlil_219       0.226258615 -0.87983927 -0.196324334  0.690983533  0.329189755
## Hlil_220      -0.903432186  0.11180797 -0.433950761 -0.215131897 -0.127812714
## Hlil_221       0.169993469  2.39747297 -3.489745257 -1.256347176  0.537425226
## Hlil_224       0.588754305 -0.75191508 -0.877214623 -0.621332149 -0.010213523
## Hlil_225      -0.522228202 -0.20571873 -0.627800168 -0.520358554  0.008882730
## Hlil_226      -0.021299256 -0.07778527  0.600896893  0.284379644 -0.328122087
## Hlil_228      -0.313655531 -0.15709730  1.894960809  0.194410715 -0.166561880
## Hlil_229       0.318179332  1.16954493  0.139995571  0.586954658 -0.037112368
## Hlil_231       0.069744707 -0.21914912  0.279753718  0.208558594 -0.195648442
## Hlil_232      -0.005322934 -1.47784491  0.086474062  0.729956389 -0.336866199
## Hlil_233      -0.527178104 -0.34765285  0.476068264 -0.534429450 -0.407537858
## Hlil_235      -0.426025582 -0.67219994 -0.230861082 -0.301624982 -0.216369828
## Hlil_239       0.308670235  0.62682869  0.320405729  0.415978187 -0.188405320
## Hlil_240       1.764752505  1.62808560  0.221181225  1.069895231  0.022554258
## Hlil_241      -0.560660924  0.42750812  0.404464983  0.065882107  0.044744978
## Hlil_242       0.415853280 -0.30064968 -0.322568166 -0.017568543  0.608544996
## Hlil_243      -1.135294205 -0.70984299 -0.213052187  0.533808076 -0.229794361
## Hlil_244       0.668628120  0.11665626 -0.251468575 -0.529910303 -0.007704055
## Hlil_245      -0.025195135 -0.01546284  0.180628896  0.202862040  0.109485295
## Hlil_246       0.047918002  0.36421790  0.961867171 -0.866859866  0.307765246
## Hlil_247      -0.238479224  0.16358664 -0.053669071 -0.044341814  0.168422124
## Hlil_248       0.553116362 -0.07455230  0.082904782 -0.482723564 -0.126604813
## Hlil_NBG_351  -0.156122400  0.32273688 -0.036782509  0.028971090  0.138078702
## Hlil_NC_167   -0.398250080  0.29436811 -0.084726048  0.319658227 -0.217549826
## Hlil_NC_170   -1.278557197 -0.93245001  0.118769188 -1.926179901  0.541315846
## Hlil_NC_171   -0.494984285  0.27387117 -0.290715229  0.586162574 -0.080514080
## Hlil_NC_172    0.072473721  0.29417985 -0.170394471  0.682448709 -0.233600951
## Hlil_NTBG_260  2.972416904  0.97442617  0.967258425 -0.429987062  0.091545452
## Hlil_W_222     0.043206110  0.25885803 -0.071152488  0.001924183 -0.065730262
## Hlil_W_223     0.950885902 -0.61384268 -0.567487258 -1.936520758 -5.134286416
## Hlil_WBG_226  -3.740312828 -1.25450551 -0.483220892  1.126857419 -0.479759237
##                        PC91         PC92         PC93         PC94         PC95
## Hlil_130      -0.0224995584 -0.307127895 -0.067432215 -0.042995641 -0.054808956
## Hlil_132      -0.5961225586 -0.295272974  0.033520010 -0.045418585 -0.008087784
## Hlil_137      -0.3814535389 -0.024766995 -0.084979059 -0.023689705 -0.001101102
## Hlil_143      -0.5107837025  0.384776908 -0.458688010  0.005334604 -0.046024961
## Hlil_145      -0.0177915079  0.314606187  0.013354739  0.077549607  0.017801004
## Hlil_146      -0.9640631220 -0.260882311 -0.231456265  0.072967263 -0.023163836
## Hlil_147       0.1143131712 -0.017818415  0.041357258 -0.245429860 -0.029103836
## Hlil_148       0.6249423713 -0.103790044  0.093508213  0.071152186 -0.050618587
## Hlil_150       0.3917678763  0.107775648 -0.063942683 -0.037106398  0.031637292
## Hlil_152       0.5990900978 -0.106760090 -0.178496671  0.189012761 -0.062369547
## Hlil_153      -0.2370906108 -0.148082383 -0.041771400  0.227008904 -0.004917665
## Hlil_154       0.0254742415 -0.052362575  0.191113981  0.030432778  0.105521152
## Hlil_155       0.1624448203 -0.185114839  0.056558642  0.007900687  0.024144035
## Hlil_156      -2.2103060252  0.668361432 -0.091312677 -0.037063778  0.001343612
## Hlil_157      -0.5863378509  0.111634324 -0.258977867 -0.081086406  0.033980474
## Hlil_158       1.0886252538  0.002990191 -0.363339483 -0.158627275 -0.143907702
## Hlil_159      -0.2753488499 -0.490949704  0.259565544  0.041919189  0.017393032
## Hlil_160      -0.3736971796 -0.380904788 -0.290942287  0.230187117 -0.113360234
## Hlil_161       0.5038799948 -0.171865230 -0.088913776  0.026638302  0.034230311
## Hlil_162       0.1636178927  0.001184617 -0.159186066  0.026350321 -0.032240929
## Hlil_163       0.4342552239  0.006042854  0.025015501 -0.017288316  0.074904843
## Hlil_164      -0.1773514063  0.149071491 -0.044861629 -0.037270553  0.008788536
## Hlil_165       0.2764783790  0.542687073  0.339679917  0.224173089  0.053585939
## Hlil_166      -0.0991501289  0.133222307  0.235287215  0.093943312  0.051855915
## Hlil_168       0.4002608061  0.026822471 -0.208671266 -0.054220862  0.026768977
## Hlil_169      -0.5736950152 -0.057414084  0.080725983  0.254130293 -0.049736720
## Hlil_173      -0.9956716504 -2.473135177 -0.334634433  0.841446897 -3.210311723
## Hlil_174      -1.4237874182 -2.153810590 -0.720273412 -0.491654246  3.149780008
## Hlil_175       1.9142559601  3.500322750  0.157308873 -0.133419221 -0.247326176
## Hlil_176      -0.9102921885  1.422558369 -1.432744761  3.908514425  0.581609678
## Hlil_177      -0.1463130795  0.029470758  0.102577356 -0.007288550  0.057925449
## Hlil_178       1.1339617587 -1.678627328  4.838562034  1.010419752  0.411003721
## Hlil_179       0.1411574477 -0.161186534 -0.034945385  0.030716179  0.069670926
## Hlil_180      -0.0001219072 -0.216915530 -0.041432790 -0.046437603 -0.015566652
## Hlil_181      -0.1167801751  0.059407507 -0.013765244 -0.047274459  0.085814158
## Hlil_182      -0.2412644041 -0.113672217 -0.045939017  0.030561802  0.007587449
## Hlil_183      -0.0670307189 -0.300432231  0.166726136 -0.108365915 -0.135987775
## Hlil_184      -0.1064704925 -0.415841199 -0.117762295 -0.098395878  0.157727047
## Hlil_185       0.5879091838 -0.100737952 -0.185841874  0.121113259  0.006003054
## Hlil_186      -0.1527419433  0.106448664  0.236646210 -0.137890868 -0.004260993
## Hlil_188       0.3214312531  0.198261053  0.074962260 -0.105333986  0.045561509
## Hlil_189      -0.3193457842 -0.179004990  0.076216789  0.048449492 -0.040645927
## Hlil_190       0.3365749568  0.233660681  0.155952280 -0.045178876 -0.040857752
## Hlil_191      -0.1518913136  0.091569501  0.006709267  0.049644376  0.045069365
## Hlil_193      -0.2122837290 -0.218518938 -0.076405760  0.070811022 -0.080151883
## Hlil_195       0.5731864298  0.565742406  0.125494797 -0.035228398  0.009006397
## Hlil_196      -0.0969201293 -0.012979583  0.016247941 -0.009999440  0.011145640
## Hlil_197       0.0011995040  0.273390353 -0.005928839  0.104142717 -0.055286137
## Hlil_198       0.0316835687 -0.215663476  0.071083700  0.088642360 -0.033818457
## Hlil_199       0.5352739868 -0.030901340 -0.041443725 -0.036455561 -0.041942045
## Hlil_200      -0.3020814836  0.125381552  0.032288998  0.001765205 -0.014452748
## Hlil_201       0.1121005156  0.002253876  0.011701693 -0.031817436 -0.030814236
## Hlil_202       0.4014042660  0.264945600  0.196176065  0.117817355 -0.033010612
## Hlil_203      -0.4714299827 -0.156177875  0.033420174 -0.001498576  0.055113686
## Hlil_204      -0.3760349053 -0.153440575 -0.003497649  0.005604256 -0.015478409
## Hlil_205       0.0689371793 -0.001542169 -0.012910133  0.020565065  0.059303377
## Hlil_207      -0.2572234045 -0.324157672  0.046306887  0.065008790 -0.041477363
## Hlil_208       0.4727042067  0.020205626 -0.041033425 -0.084422757  0.036926614
## Hlil_209      -0.1630605390  0.331961125 -0.042561829  0.034360386 -0.012107002
## Hlil_210       0.0108533515  0.010032258 -0.340558795 -0.041079348  0.043637752
## Hlil_211      -0.1695133765  0.112541582  0.029577734 -0.156160190 -0.073747086
## Hlil_212      -0.4276453505 -0.457006591  0.163173153 -0.172040369 -0.081439794
## Hlil_213       0.0487662093  0.026148558  0.150063362 -0.076985053 -0.034294381
## Hlil_214       0.1199370456  0.206912731  0.011845280  0.010120761  0.105109885
## Hlil_215       0.4238394014  0.190510045  0.205243717  0.058465425  0.070424221
## Hlil_216       0.0261892586 -0.317545789 -0.247710449 -0.132341359 -0.017680715
## Hlil_217      -0.1838395114  0.016587011  0.045438587  0.016031097  0.126737763
## Hlil_219       0.1697549142  0.411920087  0.259247447  0.050581642 -0.099742266
## Hlil_220       0.2805472100 -0.044910077  0.084478837  0.145032514  0.008352946
## Hlil_221      -0.4947753125 -0.049889796 -0.224656156 -0.057893723  0.053910564
## Hlil_224       0.0228015610  0.051917347 -0.109832926 -0.144330622  0.006568955
## Hlil_225      -0.1296408491  0.290449066  0.018194254 -0.042821700 -0.063868200
## Hlil_226       0.0574703207 -0.257688824  0.090829842  0.009490994  0.061103489
## Hlil_228       0.3405212882  0.172922800  0.147948664  0.028636036  0.042904741
## Hlil_229      -0.0665688983 -0.007156495  0.208426026  0.026759438 -0.014876541
## Hlil_231       0.0587112049  0.186686262  0.142816759 -0.029510039 -0.112043653
## Hlil_232      -0.4452559709 -0.029257418  0.156282697 -0.039485928 -0.076354528
## Hlil_233       0.3926668297 -0.354137074 -0.020018726  0.072861481  0.033986847
## Hlil_235       0.0906536249  0.105380744  0.023830386  0.000172083  0.052924565
## Hlil_239       0.2602144558 -0.051708767  0.033598201 -0.009205035 -0.003438167
## Hlil_240       0.4604454979  0.013280571 -0.152919757 -0.030070839 -0.060095591
## Hlil_241      -0.1730923733  0.377495184  0.116083468  0.035250618 -0.055442680
## Hlil_242      -0.8624150442 -0.055589998 -0.005407685 -0.142806133 -0.015575633
## Hlil_243       0.1947935991  0.456272102 -0.402962037  0.053652199  0.011529824
## Hlil_244      -0.0377942977 -0.108323932 -0.010859191 -0.014128667  0.081066945
## Hlil_245       0.0470910664 -0.179597689 -0.103514370  0.034959191 -0.094054067
## Hlil_246       0.0090488345 -0.234727487  0.369196345  0.050285061  0.058261404
## Hlil_247      -0.1473170229  0.105402228 -0.079555054  0.009712538 -0.002025162
## Hlil_248      -0.2371983193 -0.226152725 -0.175228125 -0.056427424  0.086075702
## Hlil_NBG_351   0.0407300532  0.175181120 -0.050250887 -0.020052705 -0.009553129
## Hlil_NC_167   -0.7817717178  0.455813031 -0.277490979 -1.366810788 -0.540156990
## Hlil_NC_170    4.1583176165 -2.441821153 -2.484312474 -0.179943663  0.140816393
## Hlil_NC_171   -0.8753236042  0.254232112  0.195909016 -2.346938171 -0.291115175
## Hlil_NC_172   -1.1314816048  0.956250298 -0.485754016 -0.910703152 -0.238117940
## Hlil_NTBG_260  0.3461379723 -0.254472582 -0.087161672 -0.167417565 -0.010453727
## Hlil_W_222    -0.1088721239  0.011336575 -0.021309659 -0.020515831  0.055064238
## Hlil_W_223     1.5098929566  1.994638759  0.715208893 -0.424413988  0.214422402
## Hlil_WBG_226  -0.6773729367  0.323178305  0.178133754  0.052646611  0.042911342
##                        PC96          PC97       pop    missing
## Hlil_130      -0.1525686502 -0.0452448094    il_130 0.12531733
## Hlil_132      -0.0005003493 -0.0225462088    il_132 0.11239326
## Hlil_137      -0.0379622960  0.0321645767    il_137 0.23471036
## Hlil_143       0.0123106773  0.0232545635    il_143 0.26817447
## Hlil_145      -0.0178503607 -0.0505175314    il_145 0.13247173
## Hlil_146      -0.0800876111  0.0490563996    il_146 0.31987076
## Hlil_147      -0.0416909654 -0.0027151235    il_147 0.10546965
## Hlil_148       0.0671618820 -0.0186792322    il_148 0.10593123
## Hlil_150      -0.0458469509  0.0012180696    il_150 0.08631433
## Hlil_152      -0.0105698833 -0.0183375465    il_152 0.08308331
## Hlil_153      -0.0153569410  0.0262583923    il_153 0.07869836
## Hlil_154      -0.0159961054 -0.0579260312    il_154 0.09416109
## Hlil_155       0.0994513038 -0.0079483664    il_155 0.29356104
## Hlil_156       0.0105684921  0.0863731490    il_156 0.26078929
## Hlil_157       0.1004934540 -0.0339610944    il_157 0.11470113
## Hlil_158       0.0665822982  0.1108916826    il_158 0.15785830
## Hlil_159      -0.0524066276 -0.0190940042    il_159 0.09785368
## Hlil_160       0.0084862339 -0.0474631840    il_160 0.18047542
## Hlil_161       0.0879578030  0.0361131864    il_161 0.07154396
## Hlil_162      -0.0244870856  0.0084775100    il_162 0.11077775
## Hlil_163       0.0333110193 -0.0751334237    il_163 0.07546734
## Hlil_164      -0.0553559393  0.0303329399    il_164 0.11862451
## Hlil_165       0.0693383633  0.0405327586    il_165 0.07039003
## Hlil_166      -0.0058199956  0.0161234809    il_166 0.08792984
## Hlil_168      -0.0021708393 -0.0953197644    il_168 0.21809370
## Hlil_169      -0.0921811503 -0.0548610055    il_169 0.11423956
## Hlil_173      -0.1237728638  0.0030127078    il_173 0.07315947
## Hlil_174       0.2509447399  0.1139416838    il_174 0.07131318
## Hlil_175       0.0338712061 -0.0703018839    il_175 0.15947381
## Hlil_176      -0.1657716706 -0.8786947882    il_176 0.07546734
## Hlil_177      -0.1282265624 -0.1115748778    il_177 0.08792984
## Hlil_178       0.0448426148  0.2843097319    il_178 0.09508424
## Hlil_179       0.0072932157 -0.0012018856    il_179 0.07869836
## Hlil_180      -0.0457224280 -0.1038413283    il_180 0.07846757
## Hlil_181      -0.0037893350  0.0313748460    il_181 0.25086545
## Hlil_182      -0.0255433415  0.0244386500    il_182 0.12947150
## Hlil_183      -0.0619343048  0.0516119014    il_183 0.16316640
## Hlil_184      -0.0880675760  0.1379010128    il_184 0.40756981
## Hlil_185       0.0043774049  0.0160834551    il_185 0.20378491
## Hlil_186       0.0846407604 -0.0404724248    il_186 0.21647819
## Hlil_188       0.0981168910  0.0055723891    il_188 0.18116778
## Hlil_189      -0.0745158507  0.0235358963    il_189 0.27879068
## Hlil_190       0.1008993067  0.0531387374    il_190 0.16824371
## Hlil_191      -0.0176022104 -0.0126831881    il_191 0.17839834
## Hlil_193      -0.0512397610 -0.0168130227    il_193 0.14124163
## Hlil_195       0.0216224328  0.0231092405    il_195 0.42049388
## Hlil_196       0.0352987435 -0.0193851889    il_196 0.12577891
## Hlil_197      -0.0336386266  0.0650696013    il_197 0.11931687
## Hlil_198      -0.0204764152  0.0255548344    il_198 0.14378029
## Hlil_199       0.0248915195  0.0769787060    il_199 0.11816294
## Hlil_200      -0.0144240510 -0.0088828678    il_200 0.13270252
## Hlil_201       0.0184290544 -0.0250523311    il_201 0.19986153
## Hlil_202      -0.0261215860  0.0875766838    il_202 0.10362336
## Hlil_203       0.0013623121 -0.0449634924    il_203 0.15647357
## Hlil_204       0.0751997054  0.0054497011    il_204 0.24509578
## Hlil_205       0.0685541507  0.0364652840    il_205 0.10339257
## Hlil_207       0.0022188523 -0.0002595342    il_207 0.15970459
## Hlil_208      -0.0553971732 -0.0953028460    il_208 0.39603046
## Hlil_209      -0.0685218335  0.1110773286    il_209 0.20170782
## Hlil_210       0.0291968807  0.1311439668    il_210 0.11285483
## Hlil_211      -0.0376330894  0.0045697096    il_211 0.12300946
## Hlil_212       0.0188413714  0.0556856855    il_212 0.39741519
## Hlil_213       0.0353690000  0.0203772534    il_213 0.11747057
## Hlil_214       0.0103585081 -0.0612928877    il_214 0.09577660
## Hlil_215      -0.0170421527  0.0397126580    il_215 0.28202169
## Hlil_216       0.0176993950 -0.0856971152    il_216 0.23378721
## Hlil_217       0.1096344378 -0.0312295270    il_217 0.31571659
## Hlil_219       0.0305635120 -0.0562351571    il_219 0.12508655
## Hlil_220      -0.0238777418 -0.0383168910    il_220 0.12139395
## Hlil_221       0.0569165402 -0.0155859843    il_221 0.43064851
## Hlil_224      -0.0265886123 -0.0181851474    il_224 0.11285483
## Hlil_225      -0.0595011002 -0.0097352128    il_225 0.29402262
## Hlil_226       0.0114933254  0.0407609914    il_226 0.15139626
## Hlil_228      -0.0697475685 -0.0341795268    il_228 0.31479345
## Hlil_229       0.0956714495 -0.0684136800    il_229 0.29794600
## Hlil_231       0.0180974069  0.0480703192    il_231 0.22686360
## Hlil_232       0.0059437869 -0.1207642353    il_232 0.36418186
## Hlil_233      -0.0105951826 -0.0507598579    il_233 0.15416571
## Hlil_235       0.0067174465  0.0404720907    il_235 0.12139395
## Hlil_239      -0.0716265151 -0.0094020806    il_239 0.36902839
## Hlil_240       0.0743971864 -0.0759537181    il_240 0.38887607
## Hlil_241       0.0276550187  0.1271610356    il_241 0.28432956
## Hlil_242       0.0091315844 -0.0194257166    il_242 0.22363259
## Hlil_243       0.0437497690  0.0587236870    il_243 0.12393261
## Hlil_244      -0.0408422418 -0.0767077762    il_244 0.24024925
## Hlil_245      -0.0158027551  0.0202096915    il_245 0.28063697
## Hlil_246      -0.0720312984 -0.0993398463    il_246 0.17955227
## Hlil_247      -0.0046450255 -0.0039355283    il_247 0.18278329
## Hlil_248       0.0323754391 -0.0211648397    il_248 0.22501731
## Hlil_NBG_351  -0.0274264031 -0.0440045182 il_NBG_35 0.17609047
## Hlil_NC_167    3.6918260589 -0.1369256226 il_NC_167 0.06600508
## Hlil_NC_170   -0.1779885525  0.1481895551 il_NC_170 0.19639972
## Hlil_NC_171   -1.9505480184 -2.5487890598 il_NC_171 0.05561966
## Hlil_NC_172   -1.4311818875  3.2466646113 il_NC_172 0.04754212
## Hlil_NTBG_260 -0.0090800417 -0.0229154371 il_NTBG_2 0.17216709
## Hlil_W_222    -0.0221246236  0.0518368112  il_W_222 0.32148627
## Hlil_W_223    -0.0198047974 -0.0232137006  il_W_223 0.23586430
## Hlil_WBG_226  -0.0101576056 -0.0192271144 il_WBG_22 0.40987768

The difference between the two is almost invisible. But since we are going to be using Structure, which can be biased by spurious singletons, I will go with the .mac object as my final vcf. Sure, the .mac has fewer variants overall, but 4333 is totally satisfactory for this study, especially given our early DNA extraction and sequencing issues.

Step 6: Output New File

#write out vcf
#vcfR::write.vcf(vcfR.mac, file = "/storage1/fs1/christine.e.edwards/Active/mashburn/Hibiscus/3_Hlil/filtering/Hlil_filtered.vcf")